🎇 Curated event extraction papers across text, speech, vision, and multimodal streams, plus benchmarks, tools, and task sketches.
📖 Survey · Event Extraction in Large Language Model
📄 = paper · 💻 = official code (star counts update automatically)
Event Extraction (EE) serves as a fundamental technology for transforming unstructured multi-source data into structured knowledge. This survey provides a comprehensive overview of the field and bridges the gap between established text-based methods and the rapidly expanding landscape of multimodal event understanding. We systematically categorize core subtasks, including trigger detection, argument extraction, and event-to-event relationships, across text, vision, video, and speech modalities. A central contribution of this work is tracing the methodological evolution from traditional rule-based and deep learning systems to the transformative era of Large Language Models and Multimodal LLMs. We analyze how this paradigm shift has reoriented the field toward generative frameworks, instruction tuning, and unified architectures that handle diverse data types. Furthermore, we compile an extensive review of benchmarks, evaluation metrics, and toolkits covering diverse settings such as low-resource, cross-lingual, and domain-specific extraction. The study also critically discusses current limitations regarding structural reliability and complex reasoning. Finally, we outline future directions to evolve EE from static extraction into a dynamic, agent-centric perception system for open-world environments. This repository currently tracks 521 papers with DOI-linked entries where available, refreshed through September 2026.
- Datasets and Tools
- Task Illustrations
- Methods Overview
- Paper List by Year
Year Year Year Year Year Year 2026 2025 2024 2023 2022 2021 2020 2019 2018 2017 2016 2015 2014 2013 2012 2011 2010 2009 2008 2006 2005 2004 2003 Pre - 2002
| Name | Task | Domain | Scale | Language | Notes |
|---|---|---|---|---|---|
| ACE05 | Event Extraction | Newswire, broadcast | Medium | EN / ZH / AR | trigger, argument |
| MUC-4 | Event Extraction | Terrorism newswire | Small | EN | trigger, argument |
| MAVEN | Event Extraction | Wikipedia | Large | EN | trigger, argument |
| RAMS | Event Extraction | News | Medium | EN | trigger, argument |
| WikiEvents | Event Extraction | Wikipedia + news | Medium | EN | trigger, argument |
| CASIE | Event Extraction | Cybersecurity news | Small/Medium | EN | trigger, argument |
| PHEE | Event Extraction | Pharmacovigilance | Small/Medium | EN | trigger, argument |
| DuEE | Event Extraction | Open-domain news | Medium/Large | ZH | trigger, argument |
| DuEE-Fin | Event Extraction | Finance news | Medium | ZH | trigger, argument |
| FewEvent | Event Extraction | Open-domain | Small/Medium | ZH | trigger, argument |
| Rich ERE | ERE | News, forums | Medium | EN / ZH / AR | trigger, argument, relation |
| MAVEN-ERE | ERE | Wikipedia | Large | EN | trigger, argument, relation |
| HiEve | ERE | News (temporal) | Small/Medium | EN | trigger, argument, relation |
| GENIA | ECR | Academic articles | Medium | EN | trigger, argument, coreference |
| MLEE | ECR | Biomedical articles | Medium | EN | trigger, argument, coreference |
| KBP2017 | ECR | News + forums | Medium | EN | trigger, argument, coreference |
| DocEE | Event Extraction | Open-domain, document-level | Large | EN / ZH | trigger, argument |
| SciEvent | Event Extraction | Scientific abstracts, 5 domains | 500 abstracts | EN | segment, trigger, argument |
| LEMONADE | Event Extraction | Conflict news (ACLED) | 39,786 events | 20 languages | abstractive event, entity linking |
| EEMT | Event Detection | Open-domain | 200K+ samples, 3,465 types | EN | massive-type trigger |
| MD-SEE | Event Extraction | 12 consolidated sources | 300 schemas | EN / ZH | schema retrieval, trigger, argument |
| EventRelBench | ERE | Sentence + document | 35K questions | EN | coreference, temporal, causal, sub-super |
| ETRQA | ERE | Open-domain | Medium | EN | event temporal reasoning QA |
| LexTime | ERE | Legal | Medium | EN | event temporal ordering |
| MiGUE-Bench | Event Extraction | News, documents | 4 task suites | EN | detection, relation, induction, prediction |
| SCOPE / SCION | Schema Induction | 24 IE sources | Schema graphs | EN | event types, argument roles |
| EVENT5Ws | Event Extraction | Open-domain documents | Large | EN | 5W event schema |
| DocFEE | Event Extraction | Finance, document-level | Large | ZH | trigger, argument |
| NepEE | Event Extraction | News | 10,226 sentences | NE | trigger phrase, event type |
| HistoryBankQA | ERE | Wikipedia timelines | 10M+ events | 10 languages | temporal reasoning QA |
| Name | Modality | Domain | Scale | Language | Output |
|---|---|---|---|---|---|
| imSitu | Image | General | 126,102 | English | Verb, semantic roles and values |
| SWiG | Image | General | 126,102 | English | Verb, semantic roles, values, bounding boxes |
| VASR | Image | General | 3,820 | English | Verb, semantic roles and values |
| VidSitu | Video | Movie | 126,102 | English | Verb and values |
| Grounded VidSitu | Video | Movie | 126,102 | English | Verb, values, bounding boxes |
| SpeechEE | Audio | News, medical, biology, cybersecurity, movies | 5,240 human + 49,585 synth | EN / ZH | Event type, trigger, argument role |
| M^2E^2 | Text + Image | News | 245 | English | Event type, trigger, image object |
| VOANews | Text + Image | News | 106,875 | English | Event type, trigger, image object |
| CMMEvent | Text + Image | News | 5,709 | Chinese | Event type, trigger, role |
| VM^2E^2 | Text + Video | News | 852 | English | Argument role type, entity type, co-referential text event |
| MultiHiEve | Text + Video | News | 100,000 | English | Event-event relations |
| M-VAE | Text + Video | General | 1,680 | English | Natural language answer |
| MM Chinese EE | Text + Speech | Broadcast news, newswire, weblog | 6,694 | Chinese | Event type |
| MUIE | Text + Image + Audio | General | 3,000 | English | Event type, entity label, argument, role |
| NEST | Text + Video + Audio | Movies | 1,005 movies, ~102 events each | English | Trigger, localization, argument, event relations |
| OpenEvents V1 | Text + Image | News | 200K+ articles, 400K+ images | English | Event-aware captioning, event retrieval |
| VidEvent | Video | General | Large | English | Temporal, causal, coreference, subevent relations |
| VNU-Bench | Text + Video + Speech | News video | Multi-source | English | Event-centric video understanding |
| FAVE | Audio + Video | General | 12 MLLMs evaluated | English | Cross-modal alignment, event temporal relations |
| CLLMate | Text + Image | Weather, climate | Medium | English | Weather and climate event forecasting |
| CueBench | Video | Real-world anomalies | Unified suite | English | Anomaly detection, description, reasoning |
| SSEU-Bench | Audio | Speech, scene, events | Benchmark | English | Joint speech, scene and event understanding |
| Tool | Category | Tool | Category | Tool | Category |
|---|---|---|---|---|---|
| DyGIE++ | EE Toolkit | SpERT | EE Toolkit | OneIE | EE Toolkit |
| CasEE | EE Toolkit | RESIN | EE Toolkit | UIE | EE Toolkit |
| InstructUIE | EE Toolkit | DeepKE | EE Toolkit | OneEE | EE Toolkit |
| DocEE | EE Toolkit | SPEED++ | EE Toolkit | OmniEvent | EE Toolkit |
| TextEE | EE Toolkit & Evaluation scripts | ACE | Evaluation scripts | TAC-KBP | Evaluation scripts |
| ERE | Evaluation scripts | MAVEN-ERE | Evaluation scripts | BRAT | Annotation Platform |
| RESIN (platform) | Annotation Platform | CollabKG | Annotation Platform | LFDe | Annotation Platform |
| GLiNER2 | EE Toolkit | OneKE | EE Toolkit | LLMAIx | EE Toolkit |
| llm-ie | EE Toolkit | AEC | EE Toolkit | MEET | EE Toolkit |
| QUEST | EE Toolkit | ATSR | EE Toolkit | REGen | Evaluation scripts |
A minimal slice of trigger and argument spotting for textual narratives.
A cross-modal snapshot showing how vision and language combine for events.
A quick glance at the modeling spectrum from rules to unified LLM pipelines.
Common decoding patterns across EE: from classification and sequence labeling, to spans, pointers, table/grid-style fills, and fully generative formulations.
2026
- Aligning Instruction-Tuned LLMs for Event Extraction with Multi-objective Reinforcement Learning · Adjali, Omar, Liang, Siting, Bhatti, Omair Shahzad, Sonntag, Daniel ·
ECIR 2026· 📄 - ArrowGEV: Grounding Events in Video via Learning the Arrow of Time · Yu, Fangxu, Lu, Ziyao, Niu, Liqiang, Meng, Fandong, Zhou, Jie ·
ACL Findings 2026· 📄 · 💻 - Boundary-Aware LLM Augmentation for Low-Resource Event Argument Extraction · Sun, Zhaoyue, Pergola, Gabriele, He, Yulan ·
EACL 2026· 📄 - Can Large Audio Language Models Understand Audio Well? Speech, Scene and Events Understanding Benchmark for LALMs · Yin, Han, Choi, Jung-Woo ·
ICASSP 2026· 📄 - CarICL: Mitigating causal hallucinations to enhance event causality identification · Feng, Yubo, Li, Lishuang, Qin, Xueyang, Li, Zuocheng ·
IPM 2026· 📄 - CausalSense: Leveraging Common Sense Knowledge and LLMs for Joint Event Extraction and Relation Classification · Rebboud, Youssra, Lisena, Pasquale, Troncy, Raphael ·
LREC 2026· 📄 · 💻 - Cog-RMH: Cognition-Based Recalling Multiview History for Event Forecasting in Temporal Knowledge Graph · Zhao, Feng, Liu, Kangzheng, Yang, Yu, Xu, Guandong ·
TKDE 2026· 📄 - Conformal Event Prediction with Temporal Knowledge Graph · Hu, Cheng, Cao, Cong, Yuan, Fangfang, Guo, Diandian, Xu, Pin, Liu, Yu, Liu, Yanbing ·
ACL Findings 2026· 📄 · 💻 - Contrastively Pre-trained Event Embeddings with Schema-free LLM Annotations · Mtumbuka, Frank, Schockaert, Steven ·
LREC 2026· 📄 - CVRH: Cross-modal Variational Role Hypergraph Network via Semantic Enhancement for Multi-modal Event Argument Extraction · Pan, Bangze, Li, Yang, Pu, Ruili, Wang, Suge, Liao, Jian, Zheng, JianXing, Li, Xiaoli, Li, Deyu ·
ACL Findings 2026· 📄 - Debate to Extract: Enhancing Event Relation Extraction through Collaborative Debate and Agent Optimization · Guan, Yong, Guo, Shaoru, Hou, Lei, Li, Juanzi ·
TOIS 2026· 📄 - DyMRL: Dynamic Multispace Representation Learning for Multimodal Event Forecasting in Knowledge Graph · Zhao, Feng, Liu, Kangzheng, Peng, Teng, Yang, Yu, Xu, Guandong ·
WWW 2026· 📄 · 💻 - Effective and Unsupervised Social Event Detection and Evolution via RAG and Structural Entropy · Qitong Liu, Hao Peng, Zuchen Li, Xihang Meng, Ziyu Yang, Jiting Li, Li Sun, Philip S. Yu ·
WWW 2026· 📄 · 💻 - Enhancing Event Causality Extraction With Mention-Level Causal Evidence and Global Causal Graph Reasoning · Pu, Ruili, Li, Yang, Zhao, Jun, Wang, Suge, Li, Xiaoli, Li, Deyu, Liao, Jian, Zheng, Jianxing, Liang, Bin, Wong, Kam-Fai ·
TKDE 2026· 📄 - EPIR: Capturing Promoting and Inhibiting Relationships between Events · Dong, Bowen, Wang, Wenjun, Liu, Xueli, Qiu, Quanlin ·
ACL Findings 2026· 📄 · 💻 - Evaluation Pitfalls and Challenges in Multimedia Event Extraction · Seeberger, Philipp, Freisinger, Steffen, Bocklet, Tobias, Riedhammer, Korbinian ·
ACL 2026· 📄 · 💻 - EventWeave: A Dynamic Framework for Capturing Core and Supporting Events in Dialogue Systems · Zhao, Zhengyi, Zhang, Shubo, Du, Yiming, Liang, Bin, Wang, Baojun, Li, Zhongyang, Li, Binyang, Wong, Kam-Fai ·
ACL 2026· 📄 - EXCEEDS: Extracting Complex Events via Nugget-based Grid Modeling in Scientific Domain · Lu, Yi-Fan, Mao, Xian-Ling, Wang, Bo, Liu, Xiao, Huang, Heyan ·
ACL 2026· 📄 · 💻 - Extracting Events Like Code: A Multi-Agent Programming Framework for Zero-Shot Event Extraction · Guo, Quanjiang, Wang, Sijie, Zhang, Jinchuan, Zhang, Ben, Kang, Zhao, Tian, Ling, Yan, Ke ·
AAAI 2026· 📄 · 💻 - FinKario: Event-Enhanced Automated Construction of Financial Knowledge Graph · Li, Xiang, Sun, Penglei, Zhou, Wanyun, Wei, Zikai, Zhang, Yongqi, Chu, Xiaowen ·
ACL 2026· 📄 · 💻 - Forecasting secondary risks in emergencies: A transferable early warning framework using event logic graphs from social media · Li, Tian, Du, Li ·
IPM 2026· 📄 - Frame-Semantic Knowledge Injection for Event-Level Inference in LLMs · Rai, Shahid Iqbal, Croce, Danilo, Basili, Roberto ·
ACL 2026· 📄 - HTMR: Hybrid Token Masking Reinforcement Learning with Verifiable Rewards for Event Argument Extraction with Multi-Perspective Reasoning · Luo, Jianwen, Jin, Yongkang, Hong, Yu, Yao, Jianmin ·
ACL 2026· 📄 · 💻 - Identify-Conceptualize-Align: A Schema-Adaptive Framework for Unified Entity Recognition and Event Detection · Ren, Weicheng, Li, Zixuan, Bai, Long, Jin, Xiaolong, Guo, Jiafeng, Cheng, Xueqi ·
WSDM 2026· 📄 - Incorporating Temporal Coherence to Cross-Document Event Coreference Resolution · Chen, Xinyu, Li, Peifeng, Zhu, Qiaoming ·
ACL 2026· 📄 · 💻 - Inferring Events from Time Series using Language Models · Tan, Mingtian, Merrill, Mike A., Gottesman, Zachary, Althoff, Tim, Evans, David, Hartvigsen, Thomas ·
ACL 2026· 📄 · 💻 - LANTERN in the Event Stream: Training-Free Temporal Knowledge Graph Forecasting by Balancing Inertia and Shifts · Jin, Chengyuan, Chang, Ao, Zeng, Daojian, Teng, Wenhao, Liao, Xiangwen, Liu, Kang, Zhao, Jun, Chen, Yubo ·
ACL Findings 2026· 📄 - Large Language Model-Powered Query-Driven Event Timeline Summarization in Industrial Search · Wang, Mingyue, Xie, Xingyu, Yang, Hang, Gao, Li, Su, Lixin, Chen, Ge, Yin, Dawei, Shi, Daiting ·
KDD 2026· 📄 - Latent relation-aware graph framework for document-level Chinese financial event extraction · Li, Shaofang, Xue, Xiaorui, Tian, Sihua, Pan, Yuting, Ren, Tingting ·
IPM 2026· 📄 - Learning to Generate and Extract: A Multi-Agent Collaboration Framework for Zero-Shot Document-Level Event Arguments Extraction · Zhang, Guangjun, Zhang, Hu, Han, Yazhou, Fan, Yue, Shao, Yuhang, Li, Ru, Tan, Hongye ·
AAAI 2026· 📄 · 💻 - Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning · Hu, Yuyang, Liu, Jiongnan, Tan, Jiejun, Zhu, Yutao, Dou, Zhicheng ·
ACL Findings 2026· 📄 · 💻 - Reframing Responsibility: Framing-Aware Event Causality Identification · Zhao, Jin, Yao, Jiayi, Hu, Xinrui, Xue, Nianwen ·
ACL 2026· 📄 - Respecting Temporal-Causal Consistency: Entity-Event Knowledge Graph for Retrieval-Augmented Generation · Zhang, Ze Yu, Li, Zitao, Li, Yaliang, Ding, Bolin, Low, Bryan Kian Hsiang ·
EACL 2026· 📄 · 💻 - Risk-Controlled Event-Driven Cascading Updates for Knowledge Graph Consistency Restoration · Ni, Bo, Ge, Qinwen, Fu, Haowei, Rossi, Ryan A., Liu, Xiaorui, Xu, Jiejun, Derr, Tyler ·
ACL Findings 2026· 📄 · 💻 - RMPT: Retrieval-based multimodal prompt tuning for event detection · Zhao, Enyuan, Nie, Jie, Huang, Lei, Song, Ning, Wei, Zhiqiang ·
Pattern Recognit. 2026· 📄 - RoSE: A Role Correlation Structure-Enhanced Model for Multi-Event Argument Extraction · Huang, Geting, Zhang, Jilong, Zhou, Kai, Yi, Zhang, Xu, Xiuyuan ·
AAAI 2026· 📄 · 💻 - Scattered Hypothesis Generation for Open-Ended Event Forecasting · Chang, He, Tao, Zhulin, Yang, Lifang, Huang, Xianglin, Ma, Yunshan ·
ACL Findings 2026· 📄 · 💻 - Schema-Constrained Document-Level Event Argument Extraction with Lightweight LLM Fine-Tuning · Pietrantuono, Roberto, Guerriero, Antonio, Sattari, Pouya ·
ECML PKDD 2026· 📄 · 💻 - Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models · Liu, Yuying, Zhao, Xuechen, Huang, Yanyi, Wang, Ye, Song, Xin, Zhang, Yue, Liu, Haiyan, Zhou, Bin ·
AAAI 2026· 📄 - SERE: Structural Example Retrieval for Enhancing LLMs in Event Causality Identification · Hao, Zhifeng, Chen, Zhongjie, Lu, Junhao, Yu, Shengyin, Hu, Guimin, Zhang, Keli, Cai, Ruichu, Xu, Boyan ·
ACL Findings 2026· 📄 · 💻 - STK-Adapter: Incorporating Evolving Graph and Event Chain for Temporal Knowledge Graph Extrapolation · Zhao, Shuyuan, Chen, Wei, Zhang, Weijie, Hou, Xinrui, Shen, Junfeng, Shi, Boyan, Guo, Shengnan, Lin, Youfang, Wan, Huaiyu ·
ACL 2026· 📄 · 💻 - Structured Episodic Event Memory · Lu, Zhengxuan, Li, Dongfang, Shi, Yukun, Wang, Beilun, Wang, Longyue, Hu, Baotian ·
ACL 2026· 📄 - Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency · Su, Ya, Zhang, Hu, Qiao, Dan, Wang, YuJie, Zhao, Yunxiao, Fan, Yue, Li, Shike, Li, Ru, Tan, Hongye ·
ACL 2026· 📄 - Thinking Bidirectionally: A Reasoning and Self-Correction Approach for Text-Based Event Prediction with Large Language Models · Qian, Liwei, Zhang, Hang, Wu, Yiheng, Li, Yanmin, Zhu, Mengna, Liu, Lihua, Wu, Jibing ·
WWW 2026· 📄 - UERLens: Understanding Event Relations in Large Language Models · Guan, Yong, Li, Zhiyuan, Guo, Shaoru ·
ACL 2026· 📄 - WESR: A Benchmark and Strong Baseline for Word-level Event-Speech Recognition · Yang, Chenchen, Huang, Kexin, Fan, Liwei, Tu, Qian, Jiang, Botian, Zhang, Dong, Yin, Linqi, Li, Shimin, Fei, Zhaoye, Cheng, Qinyuan, Qiu, Xipeng ·
ACL Findings 2026· 📄 - What Happens When: Learning Temporal Orders of Events in Videos · Ahn, Daechul, Choi, Yura, Choi, Hyeonbeom, Cho, Seongwon, Kim, San, Choi, Jonghyun ·
WACV 2026· 📄 · 💻
2025
- Adaptive Schema-aware Event Extraction with Retrieval-Augmented Generation · Liang, Sheng, Lv, Hang, Wen, Zhihao, Wu, Yaxiong, Zhang, Yongyue, Wang, Hao, Liu, Yong ·
EMNLP Findings 2025· 📄 · 💻 - A dataset for document level Chinese financial event extraction · Chen, Yubo, Zhou, Tong, Li, Sirui, Zhao, Jun ·
Sci. Data 2025· 📄 · 💻 - Adverse Event Extraction from Discharge Summaries: A New Dataset, Annotation Scheme, and Initial Findings · Guellil, Imane, Andres, Salomé, Anand, Atul, Guthrie, Bruce, Zhang, Huayu, Hasan, Abul, Wu, Honghan, Alex, Beatrice ·
ACL 2025· 📄 - Are Triggers Needed for Document-Level Event Extraction? · Shaar, Shaden, Chen, Wayne, Chatterjee, Maitreyi, Wang, Barry, Zhao, Wenting, Cardie, Claire ·
TACL 2025· 📄 · 💻 - A Survey of Event Causality Identification: Taxonomy, Challenges, Assessment, and Prospects · Cheng, Qing, Zeng, Zefan, Hu, Xingchen, Si, Yuehang, Liu, Zhong ·
CSUR 2025· 📄 - A survey on hallucination in large language models: Principles, taxonomy, challenges, and open questions · Huang, Lei, Yu, Weijiang, Ma, Weitao, Zhong, Weihong, Feng, Zhangyin, Wang, Haotian, Chen, Qianglong, Peng, Weihua, Feng, Xiaocheng, Qin, Bing, others ·
TOIS 2025· 📄 - BEMEAE: Moving Beyond Exact Span Match for Event Argument Extraction · Fane, Enfa, Uddin, Md Nayem, Ikumariegbe, Oghenevovwe, Kashif, Daniyal, Blanco, Eduardo, Corman, Steven ·
ACL 2025· 📄 - Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization · Zhao, Jin, Tu, Jingxuan, Ye, Bingyang, Hu, Xinrui, Xue, Nianwen, Pustejovsky, James ·
ACL 2025· 📄 - Beyond Inherent Cognition Biases in LLM-Based Event Forecasting: A Multi-Cognition Agentic Framework · Wang, Zhen, Zhou, Xi, Yang, Yating, Ma, Bo, Wang, Lei, Dong, Rui, Anwar, Azmat ·
EMNLP Findings 2025· 📄 - Bi-directional feature learning-based approach for zero-shot event argument extraction · Zhou, Ji, Shuang, Kai, Wang, Qiwei, Qian, Bing, Guo, Jinyu ·
Information Processing \& Management 2025· 📄 - CascadePAIE: Reallocating Relevance for Event Roles and Event Text in Event Argument Extraction · Yao, Chunyu, Guo, Yi ·
ICASSP 2025· 📄 - CLLMate: A Multimodal Benchmark for Weather and Climate Events Forecasting · Li, Haobo, Wang, Zhaowei, Wang, Jiachen, Wang, Yueya, Lau, Alexis Kai Hon, Qu, Huamin ·
EMNLP 2025· 📄 · 💻 - Cross-modal event extraction via visual event grounding and semantic relation filling · Liu, Maofu, Zhou, Bingying, Hu, Huijun, Qiu, Chen, Zhang, Xiaokang ·
Information Processing \& Management 2025· 📄 - Cross-modal Multi-task Learning for Multimedia Event Extraction · Cao, Jianwei, Hu, Yanli, Tan, Zhen, Zhao, Xiang ·
AAAI 2025· 📄 - DeepSeek-R1 incentivizes reasoning in LLMs through reinforcement learning · Deepseek ·
Nature 2025· 📄 - DiCoRe: Enhancing Zero-shot Event Detection via Divergent-Convergent LLM Reasoning · Parekh, Tanmay, Mehta, Kartik, Mehrabi, Ninareh, Chang, Kai-Wei, Peng, Nanyun ·
EMNLP 2025· 📄 · 💻 - DICP: Deep In-Context Prompt for Event Causality Identification · Mu, Lin, Shen, Jun, Ni, Li, Sang, Lei, Wu, Zhize, Jin, Peiquan, Zhang, Yiwen ·
EMNLP Findings 2025· 📄 · 💻 - Document-Level Event-Argument Data Augmentation for Challenging Role Types · Gatto, Joseph, Sharif, Omar, Seegmiller, Parker, Preum, Sarah M ·
ACL 2025· 📄 - Dr.ECI: Infusing Large Language Models with Causal Knowledge for Decomposed Reasoning in Event Causality Identification · Cai, Ruichu, Yu, Shengyin, Zhang, Jiahao, Chen, Wei, Xu, Boyan, Zhang, Keli ·
COLING 2025· 📄 · 💻 - Dual-level AMR Injection for Prompt-based Event Argument Extraction · Huang, Xiaojia, He, Ruifang, Huang, Fei ·
ICASSP 2025· 📄 - Dynamic Energy-Based Contrastive Learning with Multi-Stage Knowledge Verification for Event Causality Identification · Su, Ya, Zhang, Hu, Fan, Yue, Zhang, Guangjun, Wang, YuJie, Li, Ru, Tan, Hongye ·
EMNLP 2025· 📄 - Dynamic Grid Tagging Scheme for Event Causality Identification and Classification · Chen, Hanxiu ·
IEEE Transactions on Audio, Speech and Language Processing 2025· 📄 - Employing Discourse Coherence Enhancement to Improve Cross-Document Event and Entity Coreference Resolution · Chen, Xinyu, Li, Peifeng, Zhu, Qiaoming ·
ACL 2025· 📄 · 💻 - Enhancing Event Causality Identification with LLM Knowledge and Concept-Level Event Relations · Su, Ya, Zhang, Hu, Zhang, Guangjun, Wang, Yujie, Fan, Yue, Li, Ru, Wang, Yuanlong ·
COLING 2025· 📄 - Enhancing Zero-Shot Cross-Lingual Event Argument Extraction with Language-Independent Information · Yi, Xiruijie, Zhu, Xiaoxu, Li, Peifeng ·
ICASSP 2025· 📄 - ETRQA: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models · Luo, Sigang, Liu, Yinan, Lin, Dongying, Zhai, Yingying, Wang, Bin, Yang, Xiaochun, Liu, Junpeng ·
ACL Findings 2025· 📄 · 💻 - Event extraction for visual: De-biasing with causality-guided attention mechanism · Wang, Chao, Yang, Jianming, He, Qing ·
Neurocomputing 2025· 📄 - Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction · Wan, Qizhi, Liutao, Liutao, Wan, Changxuan, Hu, Rong, Xiao, Keli, Shuai, Yuxin ·
ACL Findings 2025· 📄 - EventRelBench: A Comprehensive Benchmark for Evaluating Event Relation Understanding in Large Language Models · Gong, Jie, Zheng, Biaoshuai, Hu, Qiwang ·
EMNLP Findings 2025· 📄 - Explicit and Implicit Data Augmentation for Social Event Detection · Ma, Congbo, Wang, Yuxia, Wu, Jia, Yang, Jian, Du, Jing, Qiu, Zitai, Li, Qing, Wang, Hu, Nakov, Preslav ·
ACL 2025· 📄 - Extracting Military Event Temporal Relations via Relative Event Time Prediction and Virtual Adversarial Training · Gong, Jie, Hu, Qiwang ·
ACL Findings 2025· 📄 - ForestCast: Open-Ended Event Forecasting with Semantic News Forest · Yu, Zi, Wang, Shaoxiang, Li, Guozheng, Zhang, Yu, Liu, Chi Harold ·
EMNLP Findings 2025· 📄 · 💻 - GDLLM: A Global Distance-aware Modeling Approach Based on Large Language Models for Event Temporal Relation Extraction · Zhao, Jie, Ning, Wanting, Fei, Yuxiao, Feng, Yubo, Li, Lishuang ·
EMNLP Findings 2025· 📄 - GEMS: Generation-Based Event Argument Extraction via Multi-perspective Prompts and Ontology Steering · Lin, Run, Liu, Yao, Gan, Yanglei, Cai, Yuxiang, Lan, Tian, Liu, Qiao ·
ACL Findings 2025· 📄 - How do LLMs’ Preferences Affect Event Argument Extraction? CAT: Addressing Preference Traps in Unsupervised EAE · Wei, Yunhao, Shuang, Kai, Li, Zhiyi, Mao, Chenrui ·
ACL Findings 2025· 📄 - Hypergraph convolutional networks with multi-ordering relations for cross-document event coreference resolution · Zhao, Wenbin, Zhang, Yuhang, Wu, Di, Wu, Feng, Jain, Neha ·
Inf. Fusion 2025· 📄 - Improving cross-document event coreference resolution by discourse coherence and structure · Chen, Xinyu, Li, Peifeng, Zhu, Qiaoming ·
IPM 2025· 📄 - Instruction-Tuning LLMs for Event Extraction with Annotation Guidelines · Srivastava, Saurabh, Pati, Sweta, Yao, Ziyu ·
ACL Findings 2025· 📄 - Large Language Model-Based Event Relation Extraction with Rationales · Hu, Zhilei, Li, Zixuan, Jin, Xiaolong, Bai, Long, Guo, Jiafeng, Cheng, Xueqi ·
COLING 2025· 📄 - LegalCore: A Dataset for Event Coreference Resolution in Legal Documents · Wei, Kangda, Shi, Xi, Tong, Jonathan, Sai Ramana Reddy, Natarajan, Anandhavelu, Jain, Rajiv, Garimella, Aparna, Huang, Ruihong ·
ACL Findings 2025· 📄 - LexTime: A Benchmark for Temporal Ordering of Legal Events · Barale, Claire, Barrett, Leslie, Bajaj, Vikram Sunil, Rovatsos, Michael ·
EMNLP Findings 2025· 📄 - LLMs as World Models: Data-Driven and Human-Centered Pre-Event Simulation for Disaster Impact Assessment · Li, Lingyao, Li, Dawei, Ou, Zhenhui, Xu, Xiaoran, Liu, Jingxiao, Ma, Zihui, Yu, Runlong, Deng, Min ·
EMNLP 2025· 📄 · 💻 - Logic Induced High-Order Reasoning Network for Event-Event Relation Extraction · Huang, Peixin, Zhao, Xiang, Hu, Minghao, Tan, Zhen, Xiao, Weidong ·
AAAI 2025· 📄 - MAQInstruct: Instruction-based Unified Event Relation Extraction · Xu, Jun, Sun, Mengshu, Zhang, Zhiqiang, Zhou, Jun ·
WWW 2025· 📄 - METok: Multi-Stage Event-based Token Compression for Efficient Long Video Understanding · Wang, Mengyue, Chen, Shuo, Kersting, Kristian, Tresp, Volker, Ma, Yunpu ·
EMNLP 2025· 📄 · 💻 - Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting · Ma, Rong, Wang, Lei, Yang, Yating, Ma, Bo, Dong, Rui, Yang, Fengyi, Ahmat, Ahtamjan, Lu, Kaiwen, Wang, Xinyue ·
EMNLP 2025· 📄 · 💻 - MMD-ERE: Multi-Agent Multi-Sided Debate for Event Relation Extraction · Guan, Yong, Peng, Hao, Hou, Lei, Li, Juanzi ·
COLING 2025· 📄 - Multi-Document Event Extraction Using Large and Small Language Models · Min, Qingkai, Qu, Zitian, Guo, Qipeng, Hu, Xiangkun, Zhang, Zheng, Zhang, Yue ·
EMNLP 2025· 📄 · 💻 - Multi-document Summarization through Multi-document Event Relation Graph Reasoning in LLMs: a case study in Framing Bias Mitigation · Lei, Yuanyuan, Huang, Ruihong ·
ACL 2025· 📄 - Multimedia event extraction based on multimodal low-dimensional feature representation space · Cui, Yiming, Sun, Bin, Jiang, Tao, Cui, Hongrui ·
Signal, Image and Video Processing 2025· 📄 - Multimedia Event Extraction with LLM Knowledge Editing · Yu, Jiaao, Lin, Yijing, Gao, Zhipeng, Qiu, Xuesong, Rui, Lanlan ·
EMNLP 2025· 📄 - On the Role of Entity and Event Level Conceptualization in Generalizable Reasoning: A Survey of Tasks, Methods, Applications, and Future Directions · Wang, Weiqi, Fang, Tianqing, Shi, Haochen, Xu, Baixuan, Ding, Wenxuan, Zhang, Liyu, Fan, Wei, Bai, Jiaxin, Li, Haoran, Liu, Xin, Song, Yangqiu ·
EMNLP Findings 2025· 📄 - Pred-ID: Future event prediction based on event type schema mining by graph induction and deduction · Rong, Huan, Chen, Zhongfeng, Lu, Zhenyu, Xu, Xiao-ke, Huang, Kai, Sheng, Victor S ·
Inf. Fusion 2025· 📄 - REAR: Reinforced Reasoning Optimization for Event Argument Extraction with Relation-Aware Support · Luo, Jianwen, Hong, Yu, Yang, Shuai, Yao, Jianmin ·
EMNLP Findings 2025· 📄 - Reflective Agreement: Combining Self-Mixture of Agents with a Sequence Tagger for Robust Event Extraction · Haji, Fatemeh, Bethany, Mazal, Chiang, Cho-Yu Jason, Rios, Anthony, Najafirad, Peyman ·
EMNLP 2025· 📄 - REGen: A Reliable Evaluation Framework for Generative Event Argument Extraction · Sharif, Omar, Gatto, Joseph, Basak, Madhusudan, Preum, Sarah Masud ·
EMNLP Findings 2025· 📄 · 💻 - Retrieval-Enhanced Few-Shot Prompting for Speech Event Extraction · Gedeon, Máté ·
arXiv 2025· 📄 - Revisiting Classical Chinese Event Extraction with Ancient Literature Information · Bao, Xiaoyi, Wang, Zhongqing, Gu, Jinghang, Huang, Chu-Ren ·
ACL 2025· 📄 - RiTTA: Modeling Event Relations in Text-to-Audio Generation · He, Yuhang, Jain, Yash, Liu, Xubo, Markham, Andrew, Vineet, Vibhav ·
EMNLP 2025· 📄 · 💻 - RUIE: Retrieval-based Unified Information Extraction using Large Language Model · Liao, Xincheng, Duan, Junwen, Huang, Yixi, Wang, Jianxin ·
COLING 2025· 📄 - Rule-Guided Extraction: A Hierarchical Rule Optimization Framework for Document-Level Event Argument Extraction · Zuo, Yue, Fei, Yuxiao, Ning, Wanting, Huang, Jiayi, Feng, Yubo, Li, Lishuang ·
EMNLP Findings 2025· 📄 - SciEvent: Benchmarking Multi-domain Scientific Event Extraction · Dong, Bofu, Shah, Pritesh, Sonawane, Sumedh, Banerjee, Tiyasha, Brady, Erin, Du, Xinya, Jiang, Ming ·
EMNLP 2025· 📄 · 💻 - Seeing the Same Story Differently: Framing-Divergent Event Coreference for Computational Framing Analysis · Zhao, Jin, Hu, Xinrui, Xue, Nianwen ·
EMNLP 2025· 📄 · 💻 - Semantic and Sentiment Dual-Enhanced Generative Model for Script Event Prediction · Wu, Feiyang, Huang, Peixin, Hu, Yanli, Tan, Zhen, Zhao, Xiang ·
COLING 2025· 📄 - SEOE: A Scalable and Reliable Semantic Evaluation Framework for Open Domain Event Detection · Lu, Yi-Fan, Mao, Xian-Ling, Lan, Tian, Zhang, Tong, Zhu, Yu-Shi, Huang, Heyan ·
ACL 2025· 📄 - Sherlock: Towards Multi-scene Video Abnormal Event Extraction and Localization via a Global-local Spatial-sensitive LLM · Ma, Junxiao, Wang, Jingjing, Luo, Jiamin, Yu, Peiying, Zhou, Guodong ·
WWW 2025· 📄 - Situational scene graph for structured human-centric situation understanding · Sugandhika, Chinthani, Li, Chen, Rajan, Deepu, Fernando, Basura ·
WACV 2025· 📄 - SNaRe: Domain-aware Data Generation for Low-Resource Event Detection · Parekh, Tanmay, Dong, Yuxuan, Bandarkar, Lucas, Kim, Artin, Hsu, I-Hung, Chang, Kai-Wei, Peng, Nanyun ·
EMNLP 2025· 📄 · 💻 - Soft Syntactic Reinforcement for Neural Event Extraction · Hao, Anran, Su, Jian, Sun, Shuo, Sen, Teo Yong ·
ACL 2025· 📄 - Text is All You Need: LLM-enhanced Incremental Social Event Detection · Qiu, Zitai, Ma, Congbo, Wu, Jia, Yang, Jian ·
ACL 2025· 📄 - Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction · Liu, Wenxuan, Li, Zixuan, Bai, Long, Zuo, Yuxin, Xu, Daozhu, Jin, Xiaolong, Guo, Jiafeng, Cheng, Xueqi ·
EMNLP 2025· 📄 - Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval · Tang, Yixuan, Shi, Yuanyuan, Sun, Yiqun, Tung, Anthony Kum Hoe ·
EMNLP 2025· 📄 · 💻
2024
- A joint framework with heterogeneous-relation-aware graph and multi-channel label enhancing strategy for event causality extraction · Pu, Ruili, Li, Yang, Zhao, Jun, Wang, Suge, Li, Deyu, Liao, Jian, Zheng, Jianxing ·
AAAI 2024· 📄 - A Multifocal Graph-Based Neural Network Scheme for Topic Event Extraction · Wan, Qizhi, Wan, Changxuan, Xiao, Keli, Hu, Rong, Liu, Dexi, Liao, Guoqiong, Liu, Xiping, Shuai, Yuxin ·
TOIS 2024· 📄 - A Novel Corpus of Annotated Medical Imaging Reports and Information Extraction Results Using BERT-based Language Models · Park, Namu, Lybarger, Kevin, Ramachandran, Giridhar Kaushik, Lewis, Spencer, Damani, Aashka, Uzuner, Özlem, Gunn, Martin, Yetisgen, Meliha ·
COLING 2024· 📄 - A semantic mention graph augmented model for document-level event argument extraction · Zhang, Jian, Yang, Changlin, Zhu, Haiping, Lin, Qika, Xu, Fangzhi, Liu, Jun ·
arXiv 2024· 📄 - ACES: Automatic Cohort Extraction System for Event-Stream Datasets · Justin Xu, Jack Gallifant, Alistair E. W. Johnson, Matthew B. A. McDermott ·
arXiv 2024· 📄 - Back to the Future: Towards Explainable Temporal Reasoning with Large Language Models · Yuan, Chenhan, Xie, Qianqian, Huang, Jimin, Ananiadou, Sophia ·
WWW 2024· 📄 - Beyond exact match: Semantically reassessing event extraction by large language models · Lu, Yi-Fan, Mao, Xian-Ling, Lan, Tian, Huang, Heyan, Xu, Chen, Gao, Xiaoyan ·
arXiv 2024· 📄 - Beyond grounding: extracting fine-grained event hierarchies across modalities · Ayyubi, Hammad, Thomas, Christopher, Chum, Lovish, Lokesh, Rahul, Chen, Long, Niu, Yulei, Lin, Xudong, Feng, Xuande, Koo, Jaywon, Ray, Sounak, others ·
AAAI 2024· 📄 - Biomedical Event Extraction as Semantic Segmentation · Liangyu Gao, Zhihao Yang, Jinzhong Ning, Kai Ma, Lei Wang, Wei Liu, Yin Zhang, Ling Luo, Bo Xu, Jian Wang, Yumeng Yang, Zhehuan Zhao, Yuanyuan Sun, Hongfei Lin ·
Proceedings of BIBM 2024· 📄 - CFinDEE: A Chinese Fine-Grained Financial Dataset for Document-Level Event Extraction · Zhang, Tian, Liu, Maofu, Zhou, Bingying ·
WWW 2024· 📄 - CMBEE: A constraint-based multi-task learning framework for biomedical event extraction · Jing-Hao Hu, Buzhou Tang, Nan Lyu, Yuxin He, Ying Xiong ·
Journal of biomedical informatics 2024· 📄 - CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction · Wei, Xiang, Chen, Yufeng, Cheng, Ning, Cui, Xingyu, Xu, Jinan, Han, Wenjuan ·
COLING 2024· 📄 - Debate as Optimization: Adaptive Conformal Prediction and Diverse Retrieval for Event Extraction · Wang, Sijia, Huang, Lifu ·
ACL Findings 2024· 📄 - DEGAP: Dual Event-Guided Adaptive Prefixes for Templated-Based Event Argument Extraction with Slot Querying · Wang, Guanghui, Liu, Dexi, Nie, Jian-Yun, Wan, Qizhi, Hu, Rong, Liu, Xiping, Liu, Wanlong, Liu, Jiaming ·
arXiv 2024· 📄 - Demonstration Retrieval-Augmented Generative Event Argument Extraction · He, Shiming, Hong, Yu, Yang, Shuai, Yao, Jianmin, Zhou, Guodong ·
COLING 2024· 📄 - Double Mixture: Towards Continual Event Detection from Speech · Kang, Jingqi, Wu, Tongtong, Zhao, Jinming, Wang, Guitao, Wei, Yinwei, Yang, Hao, Qi, Guilin, Li, Yuan-Fang, Haffari, Gholamreza ·
arXiv 2024· 📄 - Emancipating Event Extraction from the Constraints of Long-Tailed Distribution Data Utilizing Large Language Models · Kan, Zhigang, Peng, Liwen, Qiao, Linbo, Li, Dongsheng ·
COLING 2024· 📄 - Employing Glyphic Information for Chinese Event Extraction with Vision-Language Model · Bao, Xiaoyi, Gu, Jinghang, Wang, Zhongqing, Qiang, Minjie, Huang, Chu-Ren ·
ACL Findings 2024· 📄 - Enhancing Cross-Document Event Coreference Resolution by Discourse Structure and Semantic Information · Qiang Gao, Bobo Li, Zixiang Meng, Yunlong Li, Jun Zhou, Fei Li, Chong Teng, Donghong Ji ·
LREC-COLING 2024· 📄 - Event Detection from Social Media for Epidemic Prediction · Parekh, Tanmay, Mac, Anh, Yu, Jiarui, Dong, Yuxuan, Shahriar, Syed, Liu, Bonnie, Yang, Eric, Huang, Kuan-Hao, Wang, Wei, Peng, Nanyun, Chang, Kai-Wei ·
ACL 2024· 📄 - Event Extraction in Basque: Typologically Motivated Cross-Lingual Transfer-Learning Analysis · Zubillaga, Mikel, Sainz, Oscar, Estarrona, Ainara, Lopez de Lacalle, Oier, Agirre, Eneko ·
COLING 2024· 📄 - Event Grounded Criminal Court View Generation with Cooperative (Large) Language Models · Linan Yue, Qi Liu, Lili Zhao, Li Wang, Weibo Gao, Yanqing An ·
SIGIR 2024· 📄 - Event-Arguments Extraction Corpus and Modeling using BERT for Arabic · Aljabari, Alaa, Duaibes, Lina, Jarrar, Mustafa, Khalilia, Mohammed ·
Proceedings of Second Arabic Natural Language Processing Conference 2024· 📄 - Explicit, Implicit, and Scattered: Revisiting Event Extraction to Capture Complex Arguments · Sharif, Omar, Gatto, Joseph, Basak, Madhusudan, Preum, Sarah Masud ·
EMNLP 2024· 📄 - GenEARL: A Training-Free Generative Framework for Multimodal Event Argument Role Labeling · Bansal, Hritik, Kung, Po-Nien, Brantingham, P Jeffrey, Chang, Kai-Wei, Peng, Nanyun ·
arXiv 2024· 📄 - General Collaborative Framework between Large Language Model and Experts for Universal Information Extraction · Bao, K, Wang, Ning ·
ACL Findings 2024· 📄 - Generalized Event Cameras · Varun Sundar, Matthew Dutson, Andrei Ardelean, Claudio Bruschini, Edoardo Charbon, Mohit Gupta ·
CVPR 2024· 📄 - Generating Harder Cross-document Event Coreference Resolution Datasets using Metaphoric Paraphrasing · Ahmed, Shafiuddin Rehan, Wang, Zhiyong Eric, Baker, George Arthur, Stowe, Kevin, Martin, James H ·
ACL 2024· 📄 - Generating Uncontextualized and Contextualized Questions for Document-Level Event Argument Extraction · Uddin, Md Nayem, George, Enfa, Blanco, Eduardo, Corman, Steven ·
ACL 2024· 📄 - Generative Biomedical Event Extraction With Constrained Decoding Strategy · Su, Fangfang, Teng, Chong, Li, Fei, Li, Bobo, Zhou, Jun, Ji, Donghong ·
IEEE/ACM Transactions on Computational Biology and Bioinformatics 2024· 📄 - GoLLIE: Annotation Guidelines improve Zero-Shot Information-Extraction · Oscar Sainz, Iker García-Ferrero, Rodrigo Agerri, Oier Lopez de Lacalle, German Rigau, Eneko Agirre ·
ICLR 2024· 📄 - GPT-4o System Card · OpenAI ·
arXiv 2024· 📄 - Harvesting Events from Multiple Sources: Towards a Cross-Document Event Extraction Paradigm · Gao, Qiang, Meng, Zixiang, Li, Bobo, Zhou, Jun, Li, Fei, Teng, Chong, Ji, Donghong ·
ACL Findings 2024· 📄 - Improving Event Definition Following For Zero-Shot Event Detection · Cai, Zefan, Kung, Po-Nien, Suvarna, Ashima, Ma, Mingyu, Bansal, Hritik, Chang, Baobao, Brantingham, P. Jeffrey, Wang, Wei, Peng, Nanyun ·
ACL 2024· 📄 - Improving Large Language Models in Event Relation Logical Prediction · Chen, Meiqi, Ma, Yubo, Song, Kaitao, Cao, Yixin, Zhang, Yan, Li, Dongsheng ·
ACL 2024· 📄 - Instructie: A bilingual instruction-based information extraction dataset · Gui, Honghao, Qiao, Shuofei, Zhang, Jintian, Ye, Hongbin, Sun, Mengshu, Liang, Lei, Pan, Jeff Z, Chen, Huajun, Zhang, Ningyu ·
WWW 2024· 📄 - Is a large language model a good annotator for event extraction? · Chen, Ruirui, Qin, Chengwei, Jiang, Weifeng, Choi, Dongkyu ·
AAAI 2024· 📄 - LFDe: A Lighter, Faster and More Data-Efficient Pre-training Framework for Event Extraction · Kan, Zhigang, Peng, Liwen, Gao, Yifu, Liu, Ning, Qiao, Linbo, Li, Dongsheng ·
WWW 2024· 📄 - LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction · Zhou, Hanzhang, Qian, Junlang, Feng, Zijian, Hui, Lu, Zhu, Zixiao, Mao, Kezhi ·
ACL 2024· 📄 - MMUTF: Multimodal Multimedia Event Argument Extraction with Unified Template Filling · Seeberger, Philipp, Wagner, Dominik, Riedhammer, Korbinian ·
ACL Findings 2024· 📄 - Multi-grained gradual inference model for multimedia event extraction · Liu, Yang, Liu, Fang, Jiao, Licheng, Bao, Qianyue, Sun, Long, Li, Shuo, Li, Lingling, Liu, Xu ·
IEEE Transactions on Circuits and Systems for Video Technology 2024· 📄 - Multiple Optimization with Retrieval-Augmented Generation and Fine-Grained Denoising for Biomedical Event Causal Relation Extraction · Zhao, Jie, Li, Lishuang, Ning, Wanting, Hao, Jing, Fei, Yuxiao, Huang, Jiayi ·
Proceedings of BIBM 2024· 📄 - Prompt for extraction: Multiple templates choice model for event extraction · Peng, Jiaren, Yang, Wenzhong, Wei, Fuyuan, He, Liang ·
Knowledge-based systems 2024· 📄 - Qwen2-VL Technical Report · Qwen Team ·
Unknown venue 2024· 📄 - Recognizing Everything from All Modalities at Once: Grounded Multimodal Universal Information Extraction · Zhang, Meishan, Fei, Hao, Wang, Bin, Wu, Shengqiong, Cao, Yixin, Li, Fei, Zhang, Min ·
ACL (Findings) 2024· 📄 - Schema-based Data Augmentation for Event Extraction · Jin, Xiaomeng, Ji, Heng ·
COLING 2024· 📄 - Semantic frame extraction in multilingual olfactory events · Menini, Stefano ·
COLING 2024· 📄 - SpeechEE: A novel benchmark for speech event extraction · Wang, Bin, Zhang, Meishan, Fei, Hao, Zhao, Yu, Li, Bobo, Wu, Shengqiong, Ji, Wei, Zhang, Min ·
ACM MM 2024· 📄 - STAR: boosting low-resource information extraction by structure-to-text data generation with large language models · Ma, Mingyu Derek, Wang, Xiaoxuan, Kung, Po-Nien, Brantingham, P Jeffrey, Peng, Nanyun, Wang, Wei ·
AAAI 2024· 📄 - StructAM: Enhancing Address Matching through Semantic Understanding of Structure-aware Information · Zhang, Zhaoqi, Balsebre, Pasquale, Luo, Siqiang, Hai, Zhen, Huang, Jiangping ·
COLING 2024· 📄 - Targeted Augmentation for Low-Resource Event Extraction · Wang, Sijia, Huang, Lifu ·
ACL Findings 2024· 📄 - Thinking about how to extract: Energizing LLMs' emergence capabilities for document-level event argument extraction · Shuang, Kai, Zhouji, Zhouji, Qiwei, Wang, Guo, Jinyu ·
ACL Findings 2024· 📄 - Towards Better Question Generation in QA-based Event Extraction · Hong, Zijin, Liu, Jian ·
ACL Findings 2024· 📄 - Towards event extraction from speech with contextual clues · Kang, Jingqi, Wu, Tongtong, Zhao, Jinming, Wang, Guitao, Qi, Guilin, Li, Yuan-Fang, Haffari, Gholamreza ·
arXiv 2024· 📄 - ULTRA: Unleash LLMs’ Potential for Event Argument Extraction through Hierarchical Modeling and Pair-wise Self-Refinement · Zhang, Xinliang Frederick, Blum, Carter, Choji, Temma, Shah, Shalin, Vempala, Alakananda ·
ACL Findings 2024· 📄 - Umie: Unified multimodal information extraction with instruction tuning · Sun, Lin, Zhang, Kai, Li, Qingyuan, Lou, Renze ·
AAAI 2024· 📄 - Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction · Zhang, Weiyan, Lu, Wanpeng, Wang, Jiacheng, Wang, Yating, Chen, Lihan, Jiang, Haiyun, Liu, Jingping, Ruan, Tong ·
ACL Findings 2024· 📄 - Video event extraction with multi-view interaction knowledge distillation · Wei, Kaiwen, Du, Runyan, Jin, Li, Liu, Jian, Yin, Jianhua, Zhang, Linhao, Liu, Jintao, Liu, Nayu, Zhang, Jingyuan, Guo, Zhi ·
AAAI 2024· 📄 - wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech · Le-Duc, Khai, Dang, Quy-Anh, Pham, Tan-Hanh, Hy, Truong-Son ·
arXiv 2024· 📄 - ADELIE: Aligning Large Language Models on Information Extraction · Qi, Yunjia, Peng, Hao, Wang, Xiaozhi, Xu, Bin, Hou, Lei, Li, Juanzi ·
EMNLP 2024· 📄 - BKEE: Pioneering Event Extraction in the Vietnamese Language · Nguyen, Thi-Nhung, Tran, Bang Tien, Luu, Trong-Nghia, Nguyen, Thien Huu, Nguyen, Kiem-Hieu ·
COLING 2024· 📄 - CEAN: Contrastive Event Aggregation Network with LLM-based Augmentation for Event Extraction · Meng, Zihao, Liu, Tao, Zhang, Heng, Feng, Kai, Zhao, Peng ·
ACL 2024· 📄 - CMNEE:A Large-Scale Document-Level Event Extraction Dataset Based on Open-Source Chinese Military News · Zhu, Mengna, Xu, Zijie, Zeng, Kaisheng, Xiao, Kaiming, Wang, Mao, Ke, Wenjun, Huang, Hongbin ·
COLING 2024· 📄 - DEIE: Benchmarking Document-level Event Information Extraction with a Large-scale Chinese News Dataset · Ren, Yubing, Cao, Yanan, Li, Hao, Li, Yingjie, Ma, Zixuan ZM, Fang, Fang, Guo, Ping, Ma, Wei ·
COLING 2024· 📄 - EDEN: A Dataset for Event Detection in Norwegian News · Touileb, Samia, Murstad, Jeanett, M\aehlum, Petter, Steskal, Lubos, Storset, Lilja Charlotte, You, Huiling, \Ovrelid, Lilja ·
COLING 2024· 📄 - KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction · Li, Zixuan, Zeng, Yutao, Zuo, Yuxin, Ren, Weicheng, Liu, Wenxuan, Su, Miao, Guo, Yucan, Liu, Yantao, Lixiang, Lixiang, Hu, Zhilei, Bai, Long, Li, Wei, Liu, Yidan, Yang, Pan, Jin, Xiaolong, Guo, Jiafeng, Cheng, Xueqi ·
ACL 2024· 📄 - LC4EE: LLMs as Good Corrector for Event Extraction · Zhu, Mengna, Zeng, Kaisheng, JibingWu, JibingWu, Liu, Lihua, Huang, Hongbin, Hou, Lei, Li, Juanzi ·
ACL Findings 2024· 📄 - MCECR: A Novel Dataset for Multilingual Cross-Document Event Coreference Resolution · Pouran Ben Veyseh, Amir, Lai, Viet Dac, Nguyen, Chien, Dernoncourt, Franck, Nguyen, Thien ·
ACL Findings 2024· 📄 - OEE-CFC: A Dataset for Open Event Extraction from Chinese Financial Commentary · Wan, Qizhi, Wan, Changxuan, Hu, Rong, Liu, Dexi, Wenwu, Xu, Xu, Kang, Meihua, Zou, Tao, Liu, Yang, Jie, Xiong, Zhenwei ·
ACL Findings 2024· 📄 - QAEVENT: Event Extraction as Question-Answer Pairs Generation · Choudhary, Milind, Du, Xinya ·
ACL Findings 2024· 📄 - SPEED++: A Multilingual Event Extraction Framework for Epidemic Prediction and Preparedness · Parekh, Tanmay, Kwan, Jeffrey, Yu, Jiarui, Johri, Sparsh, Ahn, Hyosang, Muppalla, Sreya, Chang, Kai-Wei, Wang, Wei, Peng, Nanyun ·
EMNLP 2024· 📄 - TISE: A Tripartite In-context Selection Method for Event Argument Extraction · Fu, Yanhe, Cao, Yanan, Wang, Qingyue, Liu, Yi ·
ACL 2024· 📄 - ZSEE: A Dataset based on Zeolite Synthesis Event Extraction for Automated Synthesis Platform · He, Song, Peng, Xin, Cai, Yihan, Li, Xin, Yuan, Zhiqing, Du, WenLi, Yang, Weimin ·
ACL Findings 2024· 📄
2023
- A Chinese Fine-grained Financial Event Extraction Dataset · Wu, Mengjie, Liu, Maofu, Wang, Luyao, Hu, Huijun ·
WWW 2023· 📄 - A multi-channel hierarchical graph attention network for open event extraction · Wan, Qizhi, Wan, Changxuan, Xiao, Keli, Hu, Rong, Liu, Dexi ·
TOIS 2023· 📄 - A tree-structured neural network model for joint extraction of adverse drug events · Ren, Yafeng, Wang, Zilin ·
Proceedings of BIBM 2023· 📄 - AMPERE: AMR-aware prefix for generation-based event argument extraction model · Hsu, I, Xie, Zhiyu, Huang, Kuan-Hao, Natarajan, Prem, Peng, Nanyun, others ·
arXiv 2023· 📄 - An AMR-based Link Prediction Approach for Document-level Event Argument Extraction · Yang, Yuqing, Guo, Qipeng, Hu, Xiangkun, Zhang, Yue, Qiu, Xipeng, Zhang, Zheng ·
ACL 2023· 📄 - AniEE: A Dataset of Animal Experimental Literature for Event Extraction · Kim, Dohee, Yoo, Ra, Yang, Soyoung, Yang, Hee, Choo, Jaegul ·
ACL Findings 2023· 📄 - Automatic Large-scale Data Generation for Open-topic Biomedical Event Relation Extraction · Zhang, Beibei, Li, Lishuang, Yang, Qian, Feng, Dapeng ·
Proceedings of BIBM 2023· 📄 - Biomedical event causal relation extraction based on a knowledge-guided hierarchical graph network · Beibei Zhang, Lishuang Li, Dingxin Song, Yang Zhao ·
Soft Computing 2023· 📄 - CFERE: Multi-type Chinese financial event relation extraction · Qi-Zhi Wan, Changxuan Wan, Keli Xiao, Rong Hu, Dexi Liu, Xiping Liu. Inf ·
Sci. 2023· 📄 - Chatie: Zero-shot information extraction via chatting with chatgpt · Wei, Xiang, Cui, Xingyu, Cheng, Ning, Wang, Xiaobin, Zhang, Xin, Huang, Shen, Xie, Pengjun, Xu, Jinan, Chen, Yufeng, Zhang, Meishan, others ·
arXiv 2023· 📄 - Child-Sum EATree-LSTMs: enhanced attentive Child-Sum Tree-LSTMs for biomedical event extraction · Lei Wang, Han Cao, Liu Yuan, Xiaoxu Guo, Yachao Cui ·
BMC Bioinformatics 2023· 📄 - Coarse-to-Fine Contrastive Learning in Image-Text-Graph Space for Improved Vision-Language Compositionality · Singh, Harman, Zhang, Pengchuan, Wang, Qifan, Wang, Mengjiao, Xiong, Wenhan, Du, Jingfei, Chen, Yu ·
EMNLP 2023· 📄 - Constructing holistic spatio-temporal scene graph for video semantic role labeling · Zhao, Yu, Fei, Hao, Cao, Yixin, Li, Bobo, Zhang, Meishan, Wei, Jianguo, Zhang, Min, Chua, Tat-Seng ·
ACM MM 2023· 📄 - Contextualized soft prompts for extraction of event arguments · Nguyen, Chien, Man, Hieu, Nguyen, Thien ·
ACL Findings 2023· 📄 - Continual event extraction with semantic confusion rectification · Wang, Zitao, Wang, Xinyi, Hu, Wei ·
arXiv 2023· 📄 - Dialogue situation recognition in everyday conversation from audio, visual, and linguistic information · Chiba, Yuya, Higashinaka, Ryuichiro ·
IEEE Access 2023· 📄 - EABERT: An event annotation enhanced BERT framework for event extraction · Xi, Qisen, Ren, Yizhi, Kou, Liang, Cui, Yongrui, Chen, Zuohua, Yuan, Lifeng, Wang, Dong ·
Mobile Networks and Applications 2023· 📄 - Enhancing document-level event argument extraction with contextual clues and role relevance · Liu, Wanlong, Cheng, Shaohuan, Zeng, Dingyi, Qu, Hong ·
arXiv 2023· 📄 - Entity and event topic extraction from podcast episode title and description using entity linking · Siagian, Christian, Shabbeer, Amina ·
WWW 2023· 📄 - Evaluating chatgpt's information extraction capabilities: An assessment of performance, explainability, calibration, and faithfulness · Li, Bo, Fang, Gexiang, Yang, Yang, Wang, Quansen, Ye, Wei, Zhao, Wen, Zhang, Shikun ·
arXiv 2023· 📄 - Evaluating zero-shot event structures: Recommendations for automatic content extraction (ACE) annotations · Cai, Erica, O’Connor, Brendan ·
ACL 2023· 📄 - Event Extraction as Question Generation and Answering · Lu, Di, Ran, Shihao, Tetreault, Joel, Jaimes, Alejandro ·
ACL 2023· 📄 - Event extraction with dynamic prefix tuning and relevance retrieval · Huang, Heyan, Liu, Xiao, Shi, Ge, Liu, Qian ·
TKDE 2023· 📄 - Event temporal relation extraction with Bayesian translational model · Tan, Xingwei, Pergola, Gabriele, He, Yulan ·
arXiv 2023· 📄 - Extensive evaluation of transformer-based architectures for adverse drug events extraction · Scaboro, Simone, Portelli, Beatrice, Chersoni, Emmanuele, Santus, Enrico, Serra, Giuseppe ·
Knowledge-Based Systems 2023· 📄 - Gemini: A Family of Highly Capable Multimodal Models · Google ·
arXiv 2023· 📄 - GPT-4 Technical Report · OpenAI ·
arXiv 2023· 📄 - Guideline Learning for In-Context Information Extraction · Pang, Chaoxu, Cao, Yixuan, Ding, Qiang, Luo, Ping ·
EMNLP 2023· 📄 - Instructuie: Multi-task instruction tuning for unified information extraction · Wang, Xiao, Zhou, Weikang, Zu, Can, Xia, Han, Chen, Tianze, Zhang, Yuansen, Zheng, Rui, Ye, Junjie, Zhang, Qi, Gui, Tao, others ·
arXiv 2023· 📄 - Intra-event and inter-event dependency-aware graph network for event argument extraction · Li, Hao, Cao, Yanan, Ren, Yubing, Fang, Fang, Zhang, Lanxue, Li, Yingjie, Wang, Shi ·
ACL Findings 2023· 📄 - Joint document-level event extraction via token-token bidirectional event completed graph · Wan, Qizhi, Wan, Changxuan, Xiao, Keli, Liu, Dexi, Li, Chenliang, Zheng, Bolong, Liu, Xiping, Hu, Rong ·
ACL 2023· 📄 - Knowledge-aware global reasoning for situation recognition · Yu, Weijiang, Wang, Haofan, Li, Guohao, Xiao, Nong, Ghanem, Bernard ·
IEEE Transactions on Pattern Analysis and Machine Intelligence 2023· 📄 - Knowledge-enhanced event relation extraction via event ontology prompt · Zhuang, Ling, Fei, Hao, Hu, Po ·
Inf. Fusion 2023· 📄 - Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! · Ma, Yubo, Cao, Yixin, Hong, Yong, Sun, Aixin ·
ACL Findings 2023· 📄 - LEEC: A Legal Element Extraction Dataset with an Extensive Domain-Specific Label System · Zongyue Xue, Huanghai Liu, Yiran Hu, Kangle Kong, Chenlu Wang, Yun Liu, Weixing Shen ·
arXiv 2023· 📄 - Leveraging Open Information Extraction for More Robust Domain Transfer of Event Trigger Detection · Dukić, David, Gashteovski, Kiril, Glavaš, Goran, Šnajder, Jan ·
arXiv 2023· 📄 - Mabert: mask-attention-based Bert for Chinese event extraction · Ding, Ling, Chen, Xiaojun, Wei, Jian, Xiang, Yang ·
ACM Transactions on Asian and Low-Resource Language Information Processing 2023· 📄 - Massively multi-lingual event understanding: Extraction, visualization, and search · Jenkins, Chris, Agarwal, Shantanu, Barry, Joel, Fincke, Steven, Boschee, Elizabeth ·
arXiv 2023· 📄 - Multilingual event extraction from historical newspaper adverts · Borenstein, Nadav, Perez, Natalia da Silva, Augenstein, Isabelle ·
arXiv 2023· 📄 - Multimodal Chinese Event Extraction on Text and Audio · Zhang, Xinlang, Wang, Zhongqing, Li, Peifeng ·
Proceedings of IJCNN 2023· 📄 - ODEE: A one-stage object detection framework for overlapping and nested event extraction · Ning, Jinzhong, Yang, Zhihao, Wang, Zhizheng, Sun, Yuanyuan, Lin, Hongfei ·
IJCAI 2023· 📄 - Omnievent: A comprehensive, fair, and easy-to-use toolkit for event understanding · Peng, Hao, Wang, Xiaozhi, Yao, Feng, Wang, Zimu, Zhu, Chuzhao, Zeng, Kaisheng, Hou, Lei, Li, Juanzi ·
arXiv 2023· 📄 - Retrieve-and-sample: Document-level event argument extraction via hybrid retrieval augmentation · Ren, Yubing, Cao, Yanan, Guo, Ping, Fang, Fang, Ma, Wei, Lin, Zheng ·
ACL 2023· 📄 - Revisiting event argument extraction: Can EAE models learn better when being aware of event co-occurrences? · He, Yuxin, Hu, Jingyue, Tang, Buzhou ·
arXiv 2023· 📄 - Robust speech recognition via large-scale weak supervision · Radford, Alec, Kim, Jong Wook, Xu, Tao, Brockman, Greg, McLeavey, Christine, Sutskever, Ilya ·
ICML 2023· 📄 - Seq2EG: a novel and effective event graph parsing approach for event extraction · Sun, Haotong, Zhou, Junsheng, Kong, Li, Gu, Yanhui, Qu, Weiguang ·
Knowledge and Information Systems 2023· 📄 - Spteae: A soft prompt transfer model for zero-shot cross-lingual event argument extraction · Ma, Huipeng, Tang, Qiu, Zhang, Ni, Xu, Rui, Shao, Yanhua, Yan, Wei, Wang, Yaojun ·
ICASSP 2023· 📄 - Syntax-based dynamic latent graph for event relation extraction · Zhuang, Ling, Fei, Hao, Hu, Po ·
Information Processing \& Management 2023· 📄 - TextEE: Benchmark, reevaluation, reflections, and future challenges in event extraction · Huang, Kuan-Hao, Hsu, I, Parekh, Tanmay, Xie, Zhiyu, Zhang, Zixuan, Natarajan, Premkumar, Chang, Kai-Wei, Peng, Nanyun, Ji, Heng, others ·
arXiv 2023· 📄 - The BETTER Cross-Language Datasets · Soboroff, Ian ·
SIGIR 2023· 📄 - Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction · Li, Jiaqi, Zhang, Chuanyi, Du, Miaozeng, Min, Dehai, Chen, Yongrui, Qi, Guilin ·
EMNLP 2023· 📄 - Training multimedia event extraction with generated images and captions · Du, Zilin, Li, Yunxin, Guo, Xu, Sun, Yidan, Li, Boyang ·
ACM MM 2023· 📄 - Vasr: Visual analogies of situation recognition · Bitton, Yonatan, Yosef, Ron, Strugo, Eliyahu, Shahaf, Dafna, Schwartz, Roy, Stanovsky, Gabriel ·
AAAI 2023· 📄 - Video event extraction via tracking visual states of arguments · Yang, Guang, Li, Manling, Zhang, Jiajie, Lin, Xudong, Ji, Heng, Chang, Shih-Fu ·
AAAI 2023· 📄 - Vistruct: Visual structural knowledge extraction via curriculum guided code-vision representation · Chen, Yangyi, Wang, Xingyao, Li, Manling, Hoiem, Derek, Ji, Heng ·
arXiv 2023· 📄 - Visual Instruction Tuning · Haotian Liu, Chunyuan Li, Qingyang Wu, Yong Jae Lee ·
NeurIPS 2023· 📄 - Zero-shot cross-lingual event argument extraction with language-oriented prefix-tuning · Cao, Pengfei, Jin, Zhuoran, Chen, Yubo, Liu, Kang, Zhao, Jun ·
AAAI 2023· 📄 - BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance · D'Oosterlinck, Karel, Remy, Fran\ccois, Deleu, Johannes, Demeester, Thomas, Develder, Chris, Zaporojets, Klim, Ghodsi, Aneiss, Ellershaw, Simon, Collins, Jack, Potts, Christopher ·
ACL Findings 2023· 📄 - CRAB: Assessing the Strength of Causal Relationships Between Real-world Events · Romanou, Angelika, Montariol, Syrielle, Paul, Debjit, Laugier, Leo, Aberer, Karl, Bosselut, Antoine ·
EMNLP 2023· 📄 - Code4Struct: Code Generation for Few-Shot Event Structure Prediction · Wang, Xingyao, Li, Sha, Ji, Heng ·
ACL 2023· 📄 - DICE: Data-Efficient Clinical Event Extraction with Generative Models · Ma, Mingyu Derek, Taylor, Alexander, Wang, Wei, Peng, Nanyun ·
ACL 2023· 📄 - GENEVA: Benchmarking Generalizability for Event Argument Extraction with Hundreds of Event Types and Argument Roles · Parekh, Tanmay, Hsu, I-Hung, Huang, Kuan-Hao, Chang, Kai-Wei, Peng, Nanyun ·
ACL 2023· 📄 - LED: A Dataset for Life Event Extraction from Dialogs · Chen, Yi-Pei, Yen, An-Zi, Huang, Hen-Hsen, Nakayama, Hideki, Chen, Hsin-Hsi ·
ACL Findings 2023· 📄 - MailEx: Email Event and Argument Extraction · Srivastava, Saurabh, Singh, Gaurav, Matsumoto, Shou, Raz, Ali, Costa, Paulo, Poore, Joshua, Yao, Ziyu ·
EMNLP 2023· 📄 - TIMELINE: Exhaustive Annotation of Temporal Relations Supporting the Automatic Ordering of Events in News Articles · Alsayyahi, Sarah, Batista-Navarro, Riza ·
EMNLP 2023· 📄
2022
- 2event: Benchmarking open event extraction with a large-scale chinese title dataset · Deng, Haolin, Zhang, Yanan, Zhang, Yangfan, Ying, Wangyang, Yu, Changlong, Gao, Jun, Wang, Wei, Bai, Xiaoling, Yang, Nan, Ma, Jin, others ·
arXiv 2022· 📄 - A biomedical event extraction method based on fine-grained and attention mechanism · Xinyu He, Ping Tai, Hongbin Lu, Xin Huang, Yonggong Ren ·
BMC Bioinformatics 2022· 📄 - A knowledge/data enhanced method for joint event and temporal relation extraction · Zhang, Xiaobin, Zang, Liangjun, Cheng, Peng, Wang, Yuqi, Hu, Songlin ·
ICASSP 2022· 📄 - A multi-format transfer learning model for event argument extraction via variational information bottleneck · Zhou, Jie, Zhang, Qi, Chen, Qin, He, Liang, Huang, Xuanjing ·
arXiv 2022· 📄 - A Two-Stream AMR-enhanced Model for Document-level Event Argument Extraction · Xu, Runxin, Wang, Peiyi, Liu, Tianyu, Zeng, Shuang, Chang, Baobao, Sui, Zhifang ·
ACL 2022· 📄 - Ambiguous images with human judgments for robust visual event classification · Sanders, Kate, Kriz, Reno, Liu, Anqi, Van Durme, Benjamin ·
NeurIPS 2022· 📄 - CLIO: Role-interactive multi-event head attention network for document-level event extraction · Ren, Yubing, Cao, Yanan, Fang, Fang, Guo, Ping, Lin, Zheng, Ma, Wei, Liu, Yi ·
COLING 2022· 📄 - CLIP-Event: Connecting Text and Images with Event Structures · Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang ·
CVPR 2022· 📄 - Collaborative transformers for grounded situation recognition · Cho, Junhyeong, Yoon, Youngseok, Kwak, Suha ·
CVPR 2022· 📄 - Curvelet transform based feature extraction and selection for multimedia event classification · Kanagaraj, Kaavya, Priya, GG Lakshmi ·
Journal of King Saud University-Computer and Information Sciences 2022· 📄 - Deepke: A deep learning based knowledge extraction toolkit for knowledge base population · Zhang, Ningyu, Xu, Xin, Tao, Liankuan, Yu, Haiyang, Ye, Hongbin, Qiao, Shuofei, Xie, Xin, Chen, Xiang, Li, Zhoubo, Li, Lei, others ·
arXiv 2022· 📄 - DEGREE: A Data-Efficient Generation-Based Event Extraction Model · Hsu, I-Hung, Huang, Kuan-Hao, Boschee, Elizabeth, Miller, Scott, Natarajan, Prem, Chang, Kai-Wei, Peng, Nanyun ·
ACL 2022· 📄 - Do Vision-and-Language Transformers Learn Grounded Predicate-Noun Dependencies? · Mitja Nikolaus, Emmanuelle Salin, Stéphane Ayache, Abdellah Fourtassi, Benoît Favre ·
EMNLP 2022· 📄 - DocEE: a large-scale and fine-grained benchmark for document-level event extraction · Tong, MeiHan, Xu, Bin, Wang, Shuai, Han, Meihuan, Cao, Yixin, Zhu, Jiangqi, Chen, Siyu, Hou, Lei, Li, Juanzi ·
Unknown venue 2022· 📄 - DuEE-Fin: A Large-Scale Dataset for Document-Level Event Extraction · Han, Cuiyun, Zhang, Jinchuan, Li, Xinyu, Xu, Guojin, Peng, Weihua, Zeng, Zengfeng ·
Proceedings of NLPCC 2022· 📄 - Dynamic Prefix-Tuning for Generative Template-based Event Extraction · Liu, Xiao, Huang, He-Yan, Shi, Ge, Wang, Bo ·
ACL 2022· 📄 - Efficient zero-shot event extraction with context-definition alignment · Zhang, Hongming, Yao, Wenlin, Yu, Dong ·
arXiv 2022· 📄 - Event Causality Extraction with Event Argument Correlations · Cui, Shiyao, Sheng, Jiawei, Cong, Xin, Li, Quangang, Liu, Tingwen, Shi, Jinqiao ·
COLING 2022· 📄 - Event Extraction in Video Transcripts · Veyseh, Amir Pouran Ben, Lai, Viet Dac, Dernoncourt, Franck, Nguyen, Thien Huu ·
COLING 2022· 📄 - Event-Event Relation Extraction using Probabilistic Box Embedding · Hwang, EunJeong, Lee, Jay-Yoon, Yang, Tianyi, Patel, Dhruvesh, Zhang, Dongxu, McCallum, Andrew ·
ACL 2022· 📄 - Explicit role interaction network for event argument extraction · Ding, Nan, Hu, Chunming, Sun, Kai, Mensah, Samuel, Zhang, Richong ·
ACL Findings 2022· 📄 - FEED: A Chinese Financial Event Extraction Dataset Constructed by Distant Supervision · Li, Guozheng, Wang, Peng, Xie, Jiafeng, Cui, Ruilong, Deng, Zhenkai ·
Proceedings of IJCKG 2022· 📄 - Few-shot document-level event argument extraction · Yang, Xianjun, Lu, Yujie, Petzold, Linda ·
arXiv 2022· 📄 - Few-shot document-level relation extraction · Popovic, Nicholas, Färber, Michael ·
arXiv 2022· 📄 - Grounded video situation recognition · Khan, Zeeshan, Jawahar, CV, Tapaswi, Makarand ·
NeurIPS 2022· 📄 - Language model priming for cross-lingual event extraction · Fincke, Steven, Agarwal, Shantanu, Miller, Scott, Boschee, Elizabeth ·
AAAI 2022· 📄 - Learning cross-task dependencies for joint extraction of entities, events, event arguments, and relations · Van Nguyen, Minh, Min, Bonan, Dernoncourt, Franck, Nguyen, Thien ·
EMNLP 2022· 📄 - Legal judgment prediction via event extraction with constraints · Feng, Yi, Li, Chuanyi, Ng, Vincent ·
ACL 2022· 📄 - LEVEN: A Large-Scale Chinese Legal Event Detection Dataset · Feng Yao, Chaojun Xiao, Xiaozhi Wang, Zhiyuan Liu, Lei Hou, Cunchao Tu, Juanzi Li, Yun Liu, Weixing Shen, Maosong Sun ·
Findings 2022· 📄 - Maven-ere: A unified large-scale dataset for event coreference, temporal, causal, and subevent relation extraction · Wang, Xiaozhi, Chen, Yulin, Ding, Ning, Peng, Hao, Wang, Zimu, Lin, Yankai, Han, Xu, Hou, Lei, Li, Juanzi, Liu, Zhiyuan, others ·
arXiv 2022· 📄 - Multi-Role Event Argument Extraction as Machine Reading Comprehension with Argument Match Optimization · Tao, Jingcong, Pan, Youcheng, Li, Xinyu, Hu, Baotian, Peng, Weihua, Han, Cuiyun, Wang, Xiaolong ·
ICASSP 2022· 📄 - Multilingual generative language models for zero-shot cross-lingual event argument extraction · Huang, Kuan-Hao, Hsu, I, Natarajan, Premkumar, Chang, Kai-Wei, Peng, Nanyun, others ·
arXiv 2022· 📄 - Multimedia event extraction from news with a unified contrastive learning framework · Liu, Jian, Chen, Yufeng, Xu, Jinan ·
ACM MM 2022· 📄 - OneEE: A one-stage framework for fast overlapping and nested event extraction · Cao, Hu, Li, Jingye, Su, Fangfang, Li, Fei, Fei, Hao, Wu, Shengqiong, Li, Bobo, Zhao, Liang, Ji, Donghong ·
arXiv 2022· 📄 - Open-vocabulary argument role prediction for event extraction · Jiao, Yizhu, Li, Sha, Xie, Yiqing, Zhong, Ming, Ji, Heng, Han, Jiawei ·
arXiv 2022· 📄 - Prompt for Extraction? PAIE: Prompting Argument Interaction for Event Argument Extraction · Ma, Yubo, Wang, Zehao, Cao, Yixin, Li, Mukai, Chen, Meiqi, Wang, Kun, Shao, Jing ·
ACL 2022· 📄 - RAAT: Relation-augmented attention transformer for relation modeling in document-level event extraction · Liang, Yuan, Jiang, Zhuoxuan, Yin, Di, Ren, Bo ·
arXiv 2022· 📄 - Reinforced, Incremental and Cross-Lingual Event Detection From Social Messages · Hao Peng, Ruitong Zhang, Shaoning Li, Yuwei Cao, Shirui Pan, Philip S. Yu ·
IEEE Transactions on Pattern Analysis and Machine Intelligence 2022· 📄 - Retrieval-Augmented Generative Question Answering for Event Argument Extraction · Du, Xinya, Ji, Heng ·
EMNLP 2022· 📄 - Rule based event extraction for artificial social intelligence · Nitschke, Remo, Wang, Yuwei, Chen, Chen, Pyarelal, Adarsh, Sharp, Rebecca ·
Proceedings of Pattern-based NLP Workshop 2022· 📄 - Selecting Optimal Context Sentences for Event-Event Relation Extraction · Hieu Man, Nghia Trung Ngo, Linh Ngo Van, Thien Huu Nguyen ·
AAAI 2022· 📄 - Text-to-Text Extraction and Verbalization of Biomedical Event Graphs · Frisoni, Giacomo, Moro, Gianluca, Balzani, Lorenzo ·
COLING 2022· 📄 - Towards relation extraction from speech · Wu, Tongtong, Wang, Guitao, Zhao, Jinming, Liu, Zhaoran, Qi, Guilin, Li, Yuan-Fang, Haffari, Gholamreza ·
EMNLP 2022· 📄 - Transfer learning from semantic role labeling to event argument extraction with template-based slot querying · Zhang, Zhisong, Strubell, Emma, Hovy, Eduard ·
EMNLP 2022· 📄 - Unified structure generation for universal information extraction · Lu, Yaojie, Liu, Qing, Dai, Dai, Xiao, Xinyan, Lin, Hongyu, Han, Xianpei, Sun, Le, Wu, Hua ·
arXiv 2022· 📄 - Video swin transformer · Liu, Ze, Ning, Jia, Cao, Yue, Wei, Yixuan, Zhang, Zheng, Lin, Stephen, Hu, Han ·
CVPR 2022· 📄 - DeepStruct: Pretraining of Language Models for Structure Prediction · Wang, Chenguang, Liu, Xiao, Chen, Zui, Hong, Haoyun, Tang, Jie, Song, Dawn ·
ACL Findings 2022· 📄 - MECI: A Multilingual Dataset for Event Causality Identification · Lai, Viet Dac, Veyseh, Amir Pouran Ben, Nguyen, Minh Van, Dernoncourt, Franck, Nguyen, Thien Huu ·
COLING 2022· 📄 - MEE: A Novel Multilingual Event Extraction Dataset · Pouran Ben Veyseh, Amir, Ebrahimi, Javid, Dernoncourt, Franck, Nguyen, Thien ·
EMNLP 2022· 📄 - MINION: a Large-Scale and Diverse Dataset for Multilingual Event Detection · Pouran Ben Veyseh, Amir, Nguyen, Minh Van, Dernoncourt, Franck, Nguyen, Thien ·
ACL 2022· 📄 - PHEE: A Dataset for Pharmacovigilance Event Extraction from Text · Sun, Zhaoyue, Li, Jiazheng, Pergola, Gabriele, Wallace, Byron, John, Bino, Greene, Nigel, Kim, Joseph, He, Yulan ·
EMNLP 2022· 📄 - Title2Event: Benchmarking Open Event Extraction with a Large-scale Chinese Title Dataset · Deng, Haolin, Zhang, Yanan, Zhang, Yangfan, Ying, Wangyang, Yu, Changlong, Gao, Jun, Wang, Wei, Bai, Xiaoling, Yang, Nan, Ma, Jin, Chen, Xiang, Zhou, Tianhua ·
EMNLP 2022· 📄
2021
- Abstract meaning representation guided graph encoding and decoding for joint information extraction · Zhang, Zixuan, Ji, Heng ·
ACL 2021· 📄 - An improved RL-based framework for multiple biomedical event extraction via self-supervised learning · Yao Zhao, Weizhong Zhao, Xingpeng Jiang, Tingting He, Bianping Su ·
Proceedings of BIBM 2021· 📄 - CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction · Sheng, Jiawei, Guo, Shu, Yu, Bowen, Li, Qian, Hei, Yiming, Wang, Lihong, Liu, Tingwen, Xu, Hongbo ·
ACL Findings 2021· 📄 - CLEVE: Contrastive Pre-training for Event Extraction · Wang, Ziqi, Wang, Xiaozhi, Han, Xu, Lin, Yankai, Hou, Lei, Liu, Zhiyuan, Li, Peng, Li, Juanzi, Zhou, Jie ·
ACL 2021· 📄 - Crosslingual transfer learning for relation and event extraction via word category and class alignments · Van Nguyen, Minh, Nguyen, Tuan Ngo, Min, Bonan, Nguyen, Thien Huu ·
EMNLP 2021· 📄 - Dialogue Situation Recognition for Everyday Conversation Using Multimodal Information · Chiba, Yuya, Higashinaka, Ryuichiro ·
Interspeech 2021· 📄 - Document-Level Event Argument Extraction by Conditional Generation · Li, Sha, Ji, Heng, Han, Jiawei ·
ACL 2021· 📄 - Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracker · Xu, Runxin, Liu, Tianyu, Li, Lei, Chang, Baobao ·
ACL 2021· 📄 - Document-level event extraction via parallel prediction networks · Yang, Hang, Sui, Dianbo, Chen, Yubo, Liu, Kang, Zhao, Jun, Wang, Taifeng ·
ACL 2021· 📄 - Event extraction from historical texts: A new dataset for black rebellions · Lai, Viet Dac, Van Nguyen, Minh, Kaufman, Heidi, Nguyen, Thien Huu ·
ACL Findings 2021· 📄 - Event time extraction and propagation via graph attention networks · Wen, Haoyang, Qu, Yanru, Ji, Heng, Ning, Qiang, Han, Jiawei, Sil, Avirup, Tong, Hanghang, Roth, Dan ·
ACL 2021· 📄 - ExcavatorCovid: Extracting Events and Relations from Text Corpora for Temporal and Causal Analysis for COVID-19 · Min, Bonan, Rozonoyer, Benjamin, Qiu, Haoling, Zamanian, Alexander, Xue, Nianwen, MacBride, Jessica ·
EMNLP 2021· 📄 - Exploring sentence community for document-level event extraction · Huang, Yusheng, Jia, Weijia ·
ACL Findings 2021· 📄 - Fine-Grained Event Trigger Detection · Duong Le, Thien Huu Nguyen ·
EACL 2021· 📄 - From discourse to narrative: Knowledge projection for event relation extraction · Tang, Jialong, Lin, Hongyu, Liao, Meng, Lu, Yaojie, Han, Xianpei, Sun, Le, Xie, Weijian, Xu, Jin ·
arXiv 2021· 📄 - GATE: graph attention transformer encoder for cross-lingual relation and event extraction · Ahmad, Wasi Uddin, Peng, Nanyun, Chang, Kai-Wei ·
AAAI 2021· 📄 - Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora · Bugert, Michael, Reimers, Nils, Gurevych, Iryna ·
Computational Linguistics 2021· 📄 - Grounded situation recognition with transformers · Cho, Junhyeong, Yoon, Youngseok, Lee, Hyeonjun, Kwak, Suha ·
arXiv 2021· 📄 - Joint Multimedia Event Extraction from Video and Article · Chen, Brian, Lin, Xudong, Thomas, Christopher, Li, Manling, Yoshida, Shoya, Chum, Lovish, Ji, Heng, Chang, Shih-Fu ·
ACL Findings 2021· 📄 - Machine reading comprehension as data augmentation: A case study on implicit event argument extraction · Liu, Jian, Chen, Yufeng, Xu, Jinan ·
EMNLP 2021· 📄 - MTTLADE: A multi-task transfer learning-based method for adverse drug events extraction · El-allaly, Ed-drissiya, Sarrouti, Mourad, En-Nahnahi, Noureddine, El Alaoui, Said Ouatik ·
Information Processing \& Management 2021· 📄 - Multiscale Laplacian graph kernel combined with lexico-syntactic patterns for biomedical event extraction from literature · Abdulkadhar, Sabenabanu, Bhasuran, Balu, Natarajan, Jeyakumar ·
Knowledge and Information Systems 2021· 📄 - Probing into the Root: A Dataset for Reason Extraction of Structural Events from Financial Documents · Pei Chen, Kang Liu, Yubo Chen, Taifeng Wang, Jun Zhao ·
ACL 2021· 📄 - Query and extract: Refining event extraction as type-oriented binary decoding · Wang, Sijia, Yu, Mo, Chang, Shiyu, Sun, Lichao, Huang, Lifu ·
arXiv 2021· 📄 - Resin: A dockerized schema-guided cross-document cross-lingual cross-media information extraction and event tracking system · Wen, Haoyang, Lin, Ying, Lai, Tuan, Pan, Xiaoman, Li, Sha, Lin, Xudong, Zhou, Ben, Li, Manling, Wang, Haoyu, Zhang, Hongming, others ·
ACL 2021· 📄 - Revisiting the evaluation of end-to-end event extraction · Zheng, Shun, Cao, Wei, Xu, Wei, Bian, Jiang ·
ACL Findings 2021· 📄 - Structured Prediction as Translation between Augmented Natural Languages · Giovanni Paolini, Ben Athiwaratkun, Jason Krone, Jie Ma, Alessandro Achille, Rishita Anubhai, Cícero Nogueira dos Santos, Bing Xiang, Stefano Soatto ·
ICLR 2021· 📄 - Text2Event: Controllable Sequence-to-Structure Generation for End-to-end Event Extraction · Lu, Yaojie, Lin, Hongyu, Xu, Jin, Han, Xianpei, Tang, Jialong, Li, Annan, Sun, Le, Liao, Meng, Chen, Shaoyi ·
ACL 2021· 📄 - Trigger is not sufficient: Exploiting frame-aware knowledge for implicit event argument extraction · Wei, Kaiwen, Sun, Xian, Zhang, Zequn, Zhang, Jingyuan, Zhi, Guo, Jin, Li ·
ACL 2021· 📄 - Video relation detection via tracklet based visual transformer · Gao, Kaifeng, Chen, Long, Huang, Yifeng, Xiao, Jun ·
ACM MM 2021· 📄 - Vidlife: A dataset for life event extraction from videos · Chu, Tai-Te, Yen, An-Zi, Ang, Wei-Hong, Huang, Hen-Hsen, Chen, Hsin-Hsi ·
Proceedings of 30th ACM International Conference on Information \& Knowledge Management 2021· 📄 - Visual semantic role labeling for video understanding · Sadhu, Arka, Gupta, Tanmay, Yatskar, Mark, Nevatia, Ram, Kembhavi, Aniruddha ·
CVPR 2021· 📄 - Visualization techniques to enhance automated event extraction · Henn, Sophia, Sticha, Abigail, Burley, Timothy, Verdeja, Ernesto, Brenner, Paul ·
arXiv 2021· 📄 - What the role is vs. what plays the role: Semi-supervised event argument extraction via dual question answering · Zhou, Yang, Chen, Yubo, Zhao, Jun, Wu, Yin, Xu, Jiexin, Li, Jinlong ·
AAAI 2021· 📄 - Zero-shot event extraction via transfer learning: Challenges and insights · Lyu, Qing, Zhang, Hongming, Sulem, Elior, Roth, Dan ·
ACL 2021· 📄 - OntoED: Low-resource Event Detection with Ontology Embedding · Deng, Shumin, Zhang, Ningyu, Li, Luoqiu, Hui, Chen, Huaixiao, Tou, Chen, Mosha, Huang, Fei, Chen, Huajun ·
ACL 2021· 📄 - WEC: Deriving a Large-scale Cross-document Event Coreference dataset from Wikipedia · Eirew, Alon, Cattan, Arie, Dagan, Ido ·
ACL 2021· 📄
2020
- A joint neural model for information extraction with global features · Lin, Ying, Ji, Heng, Huang, Fei, Wu, Lingfei ·
ACL 2020· 📄 - A Novel Method for Multiple Biomedical Events Extraction with Reinforcement Learning and Knowledge Bases · Weizhong Zhao, Yao Zhao, Xingpeng Jiang, Tingting He, Fan Liu, Ning Li ·
Proceedings of BIBM 2020· 📄 - Attention-based context aware reasoning for situation recognition · Cooray, Thilini, Cheung, Ngai-Man, Lu, Wei ·
CVPR 2020· 📄 - Automated Event Identification from System Logs Using Natural Language Processing · Abhishek Dwaraki, Shachi Kumary, Tilman Wolf ·
Proceedings of ICNC 2020· 📄 - Automatic extraction of personal events from dialogue · Eisenberg, Joshua, Sheriff, Michael ·
Proceedings of First Joint Workshop on Narrative Understanding, Storylines, and Events 2020· 📄 - BERTScore: Evaluating Text Generation with BERT · Tianyi Zhang*, Varsha Kishore*, Felix Wu*, Kilian Q. Weinberger, Yoav Artzi ·
ICLR 2020· 📄 - Biomedical Event Extraction as Sequence Labeling · Ramponi, Alan, Van Der Goot, Rob, Lombardo, Rosario, Plank, Barbara ·
EMNLP 2020· 📄 - Biomedical event extraction with hierarchical knowledge graphs · Huang, Kung-Hsiang, Yang, Mu, Peng, Nanyun ·
arXiv 2020· 📄 - BLEURT: Learning Robust Metrics for Text Generation · Sellam, Thibault, Das, Dipanjan, Parikh, Ankur ·
ACL 2020· 📄 - Casie: Extracting cybersecurity event information from text · Satyapanich, Taneeya, Ferraro, Francis, Finin, Tim ·
AAAI 2020· 📄 - COMET: A Neural Framework for MT Evaluation · Rei, Ricardo, Stewart, Craig, Farinha, Ana C, Lavie, Alon ·
EMNLP 2020· 📄 - Context awareness and embedding for biomedical event extraction · Yan, Shankai, Wong, Ka-Chun ·
Bioinformatics 2020· 📄 - Cross-media Structured Common Space for Multimedia Event Extraction · Manling Li, Alireza Zareian, Qi Zeng, Spencer Whitehead, Di Lu, Heng Ji, Shih-Fu Chang ·
ACL 2020· 📄 - DeepEventMine: end-to-end neural nested event extraction from biomedical texts · H. Trieu, Thy Thy Tran, Khoa Duong, Anh-Tuan Nguyen, Makoto Miwa, Makoto Miwa, Sophia Ananiadou ·
Bioinformatics 2020· 📄 - Document-level event role filler extraction using multi-granularity contextualized encoding · Du, Xinya, Cardie, Claire ·
arXiv 2020· 📄 - Domain knowledge empowered structured neural net for end-to-end event temporal relation extraction · Han, Rujun, Zhou, Yichao, Peng, Nanyun ·
arXiv 2020· 📄 - DuEE: a large-scale dataset for Chinese event extraction in real-world scenarios · Li, Xinyu, Li, Fayuan, Pan, Lu, Chen, Yuguang, Peng, Weihua, Wang, Quan, Lyu, Yajuan, Zhu, Yong ·
Proceedings of NLPCC 2020· 📄 - Event Detection: Gate Diversity and Syntactic Importance Scores for Graph Convolution Neural Networks · Lai, Viet Dac, Nguyen, Tuan Ngo, Nguyen, Thien Huu ·
EMNLP 2020· 📄 - Event extraction as machine reading comprehension · Liu, Jian, Chen, Yubo, Liu, Kang, Bi, Wei, Liu, Xiaojiang ·
EMNLP 2020· 📄 - Event extraction as multi-turn question answering · Li, Fayuan, Peng, Weihua, Chen, Yuguang, Wang, Quan, Pan, Lu, Lyu, Yajuan, Zhu, Yong ·
ACL Findings 2020· 📄 - Event Extraction by Answering (Almost) Natural Questions · Du, Xinya, Cardie, Claire ·
EMNLP 2020· 📄 - Exploring the limits of transfer learning with a unified text-to-text transformer · Raffel, Colin, Shazeer, Noam, Roberts, Adam, Lee, Katherine, Narang, Sharan, Matena, Michael, Zhou, Yanqi, Li, Wei, Liu, Peter J ·
Journal of machine learning research 2020· 📄 - Graph transformer networks with syntactic and semantic structures for event argument extraction · Veyseh, Amir Pouran Ben, Nguyen, Tuan Ngo, Nguyen, Thien Huu ·
arXiv 2020· 📄 - GRIT: Generative role-filler transformers for document-level event entity extraction · Du, Xinya, Rush, Alexander M, Cardie, Claire ·
arXiv 2020· 📄 - Grounded situation recognition · Pratt, Sarah, Yatskar, Mark, Weihs, Luca, Farhadi, Ali, Kembhavi, Aniruddha ·
ECCV 2020· 📄 - Hierarchical Chinese legal event extraction via pedal attention mechanism · Shen, Shirong, Qi, Guilin, Li, Zhen, Bi, Sheng, Wang, Lusheng ·
COLING 2020· 📄 - Image enhanced event detection in news articles · Tong, Meihan, Wang, Shuai, Cao, Yixin, Xu, Bin, Li, Juanzi, Hou, Lei, Chua, Tat-Seng ·
AAAI 2020· 📄 - Joint Constrained Learning for Event-Event Relation Extraction · Haoyu Wang, Muhao Chen, Hongming Zhang, Dan Roth ·
EMNLP 2020· 📄 - Joint event extraction along shortest dependency paths using graph convolutional networks · Balali, Ali, Asadpour, Masoud, Campos, Ricardo, Jatowt, Adam ·
Knowledge-Based Systems 2020· 📄 - Language Models are Few-Shot Learners · Tom B. Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, Sandhini Agarwal, Ariel Herbert-Voss, Gretchen Krueger, Tom Henighan, Rewon Child, Aditya Ramesh, Daniel M. Ziegler, Jeffrey Wu, Clemens Winter, Christopher Hesse, Mark Chen, Eric Sigler, Mateusz Litwin, Scott Gray, Benjamin Chess, Jack Clark, Christopher Berner, Sam McCandlish, Alec Radford, Ilya Sutskever, Dario Amodei ·
NeurIPS 2020· 📄 - Meta-Learning with Dynamic-Memory-Based Prototypical Network for Few-Shot Event Detection · Deng, Shumin, Zhang, Ningyu, Kang, Jiaojian, Zhang, Yichi, Zhang, Wei, Chen, Huajun ·
WSDM 2020· 📄 - Multi-Sentence Argument Linking · Ebner, Seth, Xia, Patrick, Culkin, Ryan, Rawlins, Kyle, Van Durme, Benjamin ·
ACL 2020· 📄 - Spanbert: Improving pre-training by representing and predicting spans · Joshi, Mandar, Chen, Danqi, Liu, Yinhan, Weld, Daniel S, Zettlemoyer, Luke, Levy, Omer ·
ACL 2020· 📄 - wav2vec 2.0: A framework for self-supervised learning of speech representations · Baevski, Alexei, Zhou, Yuhao, Mohamed, Abdelrahman, Auli, Michael ·
NeurIPS 2020· 📄 - MAVEN: A Massive General Domain Event Detection Dataset · Wang, Xiaozhi, Wang, Ziqi, Han, Xu, Jiang, Wangyi, Han, Rong, Liu, Zhiyuan, Li, Juanzi, Li, Peng, Lin, Yankai, Zhou, Jie ·
EMNLP 2020· 📄
2019
- BART: Denoising sequence-to-sequence pre-training for natural language generation, translation, and comprehension · Lewis, Mike, Liu, Yinhan, Goyal, Naman, Ghazvininejad, Marjan, Mohamed, Abdelrahman, Levy, Omer, Stoyanov, Ves, Zettlemoyer, Luke ·
arXiv 2019· 📄 - Bert: Pre-training of deep bidirectional transformers for language understanding · Devlin, Jacob, Chang, Ming-Wei, Lee, Kenton, Toutanova, Kristina ·
ACL 2019· 📄 - Biomedical event extraction based on knowledge-driven tree-LSTM · Li, Diya, Huang, Lifu, Ji, Heng, Han, Jiawei ·
ACL 2019· 📄 - Doc2EDAG: An End-to-End Document-level Framework for Chinese Financial Event Extraction · Zheng, Shun, Cao, Wei, Xu, Wei, Bian, Jiang ·
Proceedings of EMNLP-IJCNLP 2019· 📄 - Empower event detection with bi-directional neural language model · Zhang, Yunyan, Xu, Guangluan, Wang, Yang, Liang, Xiao, Wang, Lei, Huang, Tinglei ·
Knowledge-Based Systems 2019· 📄 - Entity, Relation, and Event Extraction with Contextualized Span Representations · Wadden, David, Wennberg, Ulme, Luan, Yi, Hajishirzi, Hannaneh ·
Proceedings of EMNLP-IJCNLP 2019· 📄 - Event detection with multi-order graph convolution and aggregated attention · Yan, Haoran, Jin, Xiaolong, Meng, Xiangbin, Guo, Jiafeng, Cheng, Xueqi ·
Proceedings of EMNLP-IJCNLP 2019· 📄 - Event extraction via rules and machine learning · Gao, Xuepan, Diao, Zhengang, Wei, Kailin, Yang, Yuzhao, Li, Lei ·
Proceedings of CCIS 2019· 📄 - Exploiting a more global context for event detection through bootstrapping · Kodelja, Dorian, Besan\ccon, Romaric, Ferret, Olivier ·
ECIR 2019· 📄 - Exploring pre-trained language models for event extraction and generation · Yang, Sen, Feng, Dawei, Qiao, Linbo, Kan, Zhigang, Li, Dongsheng ·
ACL 2019· 📄 - HMEAE: Hierarchical Modular Event Argument Extraction · Xiaozhi Wang, Ziqi Wang, Xu Han, Zhiyuan Liu, Juanzi Li, Peng Li, Maosong Sun, Jie Zhou, Xiang Ren ·
EMNLP-IJCNLP 2019· 📄 - Joint Entity and Event Extraction with Generative Adversarial Imitation Learning · Tongtao Zhang, Heng Ji, Avirup Sil ·
Data Intell. 2019· 📄 - Joint Event and Temporal Relation Extraction with Shared Representations and Structured Prediction · Han, Rujun, Ning, Qiang, Peng, Nanyun ·
Proceedings of EMNLP-IJCNLP 2019· 📄 - Mixture-kernel graph attention network for situation recognition · Suhail, Mohammed, Sigal, Leonid ·
ICCV 2019· 📄 - One for All: Neural Joint Modeling of Entities and Events · Trung Minh Nguyen, Thien Huu Nguyen ·
AAAI 2019· 📄 - Open Domain Event Extraction Using Neural Latent Variable Models · Liu, Xiao, Huang, He-Yan, Zhang, Yue ·
ACL 2019· 📄 - Open Event Extraction from Online Text using a Generative Adversarial Network · Wang, Rui, Zhou, Deyu, He, Yulan ·
Proceedings of EMNLP-IJCNLP 2019· 📄 - Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution · Shany Barhom, Vered Shwartz, Alon Eirew, Michael Bugert, Nils Reimers, Ido Dagan ·
ACL 2019· 📄 - Roberta: A robustly optimized bert pretraining approach · Liu, Yinhan, Ott, Myle, Goyal, Naman, Du, Jingfei, Joshi, Mandar, Chen, Danqi, Levy, Omer, Lewis, Mike, Zettlemoyer, Luke, Stoyanov, Veselin ·
arXiv 2019· 📄 - Slowfast networks for video recognition · Feichtenhofer, Christoph, Fan, Haoqi, Malik, Jitendra, He, Kaiming ·
ICCV 2019· 📄 - Span-based joint entity and relation extraction with transformer pre-training · Eberts, Markus, Ulges, Adrian ·
arXiv 2019· 📄 - TDDiscourse: A Dataset for Discourse-Level Temporal Ordering of Events · Naik, Aakanksha, Breitfeller, Luke, Rose, Carolyn ·
Proceedings of SIGdial 2019· 📄
2018
- A Multi-Axis Annotation Scheme for Event Temporal Relations · Ning, Qiang, Wu, Hao, Roth, Dan ·
ACL 2018· 📄 - A supervised machine learning approach for events extraction out of arabic tweets · Smadi, Mohammad, Qawasmeh, Omar ·
Proceedings of SNAMS 2018· 📄 - Collective Event Detection via a Hierarchical and Bias Tagging Networks with Gated Multi-level Attention Mechanisms · Yubo Chen, Hang Yang, Kang Liu, Jun Zhao, Yantao Jia ·
EMNLP 2018· 📄 - Don't Annotate, but Validate: a Data-to-Text Method for Capturing Event Data · Vossen, Piek, Ilievski, Filip, Postma, Marten, Segers, Roxane ·
LREC 2018· 📄 - End-to-end named entity extraction from speech · Ghannay, Sahar, Caubriere, Antoine, Esteve, Yannick, Laurent, Antoine, Morin, Emmanuel ·
arXiv 2018· 📄 - Event Coreference Resolution: A Survey of Two Decades of Research · Jing Lu, Vincent Ng ·
IJCAI 2018· 📄 - Extracting biomedical events with parallel multi-pooling convolutional neural networks · Li, Lishuang, Liu, Yang, Qin, Meiyue ·
IEEE/ACM transactions on computational biology and bioinformatics 2018· 📄 - Graph Based Decoding for Event Sequencing and Coreference Resolution · Zhengzhong Liu, Teruko Mitamura, Eduard H. Hovy ·
COLING 2018· 📄 - Graph convolutional networks with argument-aware pooling for event detection · Nguyen, Thien, Grishman, Ralph ·
AAAI 2018· 📄 - Jointly extracting event triggers and arguments by dependency-bridge RNN and tensor-based argument interaction · Sha, Lei, Qian, Feng, Chang, Baobao, Sui, Zhifang ·
AAAI 2018· 📄 - Jointly Multiple Events Extraction via Attention-based Graph Information Aggregation · Liu, Xiao, Luo, Zhunchen, Huang, He-Yan ·
EMNLP 2018· 📄 - Scale up event extraction learning via automatic training data generation · Zeng, Ying, Feng, Yansong, Ma, Rong, Wang, Zheng, Yan, Rui, Shi, Chongde, Zhao, Dongyan ·
AAAI 2018· 📄 - Semi-Supervised Event Extraction with Paraphrase Clusters · Ferguson, James, Lockard, Colin, Weld, Daniel S, Hajishirzi, Hannaneh ·
ACL 2018· 📄 - DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data · Yang, Hang, Chen, Yubo, Liu, Kang, Xiao, Yang, Zhao, Jun ·
Proceedings of ACL 2018, System Demonstrations 2018· 📄
2017
- A hybrid method for extraction of events from natural language text · Guda, Vanitha, Sanampudi, SK ·
Proceedings of IC3T 2017· 📄 - Automatically labeled data generation for large scale event extraction · Chen, Yubo, Liu, Shulin, Zhang, Xiang, Liu, Kang, Zhao, Jun ·
ACL 2017· 📄 - Commonly uncommon: Semantic sparsity in situation recognition · Yatskar, Mark, Ordonez, Vicente, Zettlemoyer, Luke, Farhadi, Ali ·
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition 2017· 📄 - Exploiting Argument Information to Improve Event Detection via Supervised Attention Mechanisms · Shulin Liu, Yubo Chen, Kang Liu, Jun Zhao ·
ACL 2017· 📄 - Exploiting document level information to improve event detection via recurrent neural networks · Duan, Shaoyang, He, Ruifang, Zhao, Wenli ·
Proceedings of IJCNLP 2017· 📄 - Improving event extraction via multimodal integration · Zhang, Tongtao, Whitehead, Spencer, Zhang, Hanwang, Li, Hongzhi, Ellis, Joseph, Huang, Lifu, Liu, Wei, Ji, Heng, Chang, Shih-Fu ·
ACM MM 2017· 📄 - Integrating Order Information and Event Relation for Script Event Prediction · Zhongqing Wang, Yue Zhang, Ching-Yun Chang ·
EMNLP 2017· 📄 - News feature extraction for events on social network platforms · Jin, Peiquan, Mu, Lin, Zheng, Lizhou, Zhao, Jie, Yue, Lihua ·
WWW 2017· 📄 - Quo vadis, action recognition? a new model and the kinetics dataset · Carreira, Joao, Zisserman, Andrew ·
Proceedings of IEEE Conference on Computer Vision and Pattern Recognition 2017· 📄 - Recurrent models for situation recognition · Mallya, Arun, Lazebnik, Svetlana ·
Proceedings of IEEE international conference on computer vision 2017· 📄 - Situation recognition with graph neural networks · Li, Ruiyu, Tapaswi, Makarand, Liao, Renjie, Jia, Jiaya, Urtasun, Raquel, Fidler, Sanja ·
Proceedings of IEEE international conference on computer vision 2017· 📄 - TAMU at KBP 2017: Event nugget detection and coreference resolution · Choubey, Prafulla Kumar, Huang, Ruihong ·
arXiv 2017· 📄
2016
- A probabilistic soft logic based approach to exploiting latent and global information in event classification · Liu, Shulin, Liu, Kang, He, Shizhu, Zhao, Jun ·
AAAI 2016· 📄 - Cross-genre event extraction with knowledge enrichment · Li, Hao, Ji, Heng ·
ACL 2016· 📄 - Deep residual learning for image recognition · He, Kaiming, Zhang, Xiangyu, Ren, Shaoqing, Sun, Jian ·
Proceedings of IEEE conference on computer vision and pattern recognition 2016· 📄 - Deep speech 2: End-to-end speech recognition in english and mandarin · Amodei, Dario, Ananthanarayanan, Sundaram, Anubhai, Rishita, Bai, Jingliang, Battenberg, Eric, Case, Carl, Casper, Jared, Catanzaro, Bryan, Cheng, Qiang, Chen, Guoliang, others ·
ICML 2016· 📄 - Efficient adverse drug event extraction using Twitter sentiment analysis · Peng, Yang, Moh, Melody, Moh, Teng-Sheng ·
Proceedings of ASONAM 2016· 📄 - Event causality extraction based on connectives analysis · Zhao, Sendong, Liu, Ting, Zhao, Sicheng, Chen, Yiheng, Nie, Jian-Yun ·
Neurocomputing 2016· 📄 - Event extraction via bidirectional long short-term memory tensor neural networks · Chen, Yubo, Liu, Shulin, He, Shizhu, Liu, Kang, Zhao, Jun ·
International Symposium on Natural Language Processing Based on Naturally Annotated Big Data 2016· 📄 - Event Nugget Detection with Forward-Backward Recurrent Neural Networks · Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli ·
ACL 2016· 📄 - Faster R-CNN: Towards real-time object detection with region proposal networks · Ren, Shaoqing, He, Kaiming, Girshick, Ross, Sun, Jian ·
IEEE transactions on pattern analysis and machine intelligence 2016· 📄 - Joint event extraction based on skip-window convolutional neural networks · Zhang, Zhengkuan, Xu, Weiran, Chen, Qianqian ·
Proceedings of ICCPOL 2016· 📄 - Joint event extraction via recurrent neural networks · Nguyen, Thien Huu, Cho, Kyunghyun, Grishman, Ralph ·
ACL 2016· 📄 - Joint Extraction of Events and Entities within a Document Context · Yang, Bishan, Mitchell, Tom ·
ACL 2016· 📄 - Leveraging FrameNet to Improve Automatic Event Detection · Shulin Liu, Yubo Chen, Shizhu He, Kang Liu, Jun Zhao ·
ACL 2016· 📄 - Liberal event extraction and event schema induction · Huang, Lifu, Cassidy, Taylor, Feng, Xiaocheng, Ji, Heng, Voss, Clare, Han, Jiawei, Sil, Avirup ·
ACL 2016· 📄 - Lookahead convolution layer for unidirectional recurrent neural networks · Wang, Chong, Yogatama, Dani, Coates, Adam, Han, Tony, Hannun, Awni, Xiao, Bo ·
Unknown venue 2016· 📄 - Overview of the Bacteria Biotope Task at BioNLP Shared Task 2016 · Louise Deléger, Robert Bossy, Estelle Chaix, Mouhamadou Ba, Arnaud Ferré, Philippe Bessières, Claire Nédellec ·
Workshop on Biomedical Natural Language Processing 2016· 📄 - Rules based event extraction from natural language text · Guda, Vanitha, Sanampudi, Suresh Kumar ·
Proceedings of RTEICT 2016· 📄 - Situation recognition: Visual semantic role labeling for image understanding · Yatskar, Mark, Zettlemoyer, Luke, Farhadi, Ali ·
Proceedings of IEEE conference on computer vision and pattern recognition 2016· 📄 - The Storyline Annotation and Representation Scheme (StaR): A Proposal · Caselli, Tommaso, Vossen, Piek ·
Proceedings of 2nd Workshop on Computing News Storylines (CNS 2016) 2016· 📄
2015
- A domain-independent rule-based framework for event extraction · Valenzuela-Escárcega, Marco A, Hahn-Powell, Gus, Surdeanu, Mihai, Hicks, Thomas ·
Proceedings of ACL-IJCNLP 2015· 📄 - An unsupervised framework of exploring events on twitter: Filtering, extraction and categorization · Zhou, Deyu, Chen, Liangyu, He, Yulan ·
AAAI 2015· 📄 - Diamonds in the rough: Event extraction from imperfect microblog data · Intxaurrondo, Ander, Agirre, Eneko, De Lacalle, Oier Lopez, Surdeanu, Mihai ·
ACL 2015· 📄 - Event detection and domain adaptation with convolutional neural networks · Nguyen, Thien Huu, Grishman, Ralph ·
ACL 2015· 📄 - Event extraction via dynamic multi-pooling convolutional neural networks · Chen, Yubo, Xu, Liheng, Liu, Kang, Zeng, Daojian, Zhao, Jun ·
ACL 2015· 📄 - From Light to Rich ERE: Annotation of Entities, Relations, and Events · Song, Zhiyi, Bies, Ann, Strassel, Stephanie, Riese, Tom, Mott, Justin, Ellis, Joe, Wright, Jonathan, Kulick, Seth, Ryant, Neville, Ma, Xiaoyi ·
Proceedings of 3rd Workshop on EVENTS: Definition, Detection, Coreference, and Representation 2015· 📄 - Imagenet large scale visual recognition challenge · Russakovsky, Olga, Deng, Jia, Su, Hao, Krause, Jonathan, Satheesh, Sanjeev, Ma, Sean, Huang, Zhiheng, Karpathy, Andrej, Khosla, Aditya, Bernstein, Michael, others ·
International journal of computer vision 2015· 📄 - Overview of TAC KBP 2015 Event Nugget Track · Teruko Mitamura, Zhengzhong Liu, Eduard H. Hovy ·
Theory and Applications of Categories 2015· 📄 - Weakly supervised extraction of computer security events from twitter · Ritter, Alan, Wright, Evan, Casey, William, Mitchell, Tom ·
WWW 2015· 📄
2014
- An Analysis of Causality between Events and its Relation to Temporal Information · Mirza, Paramita, Tonelli, Sara ·
COLING 2014· 📄 - An Annotation Framework for Dense Event Ordering · Cassidy, Taylor, McDowell, Bill, Chambers, Nathanael, Bethard, Steven ·
ACL 2014· 📄 - An event extraction model based on timeline and user analysis in latent dirichlet allocation · Tsolmon, Bayar, Lee, Kyung-Soon ·
SIGIR 2014· 📄 - Detecting Subevent Structure for Event Coreference Resolution · Jun Araki, Zhengzhong Liu, Eduard H. Hovy, Teruko Mitamura ·
LREC 2014· 📄 - Extracting Temporal and Causal Relations between Events · Paramita Mirza ·
ACL 2014· 📄 - Glove: Global vectors for word representation · Pennington, Jeffrey, Socher, Richard, Manning, Christopher D ·
EMNLP 2014· 📄 - Improved conditional random fields model with multi-trigger embedding for Chinese event extraction · He, Ruifang, Zhang, Yang, Li, Tuo, Hu, Qinghua ·
WWW 2014· 📄 - Major life event extraction from twitter based on congratulations/condolences speech acts · Li, Jiwei, Ritter, Alan, Cardie, Claire, Hovy, Eduard ·
EMNLP 2014· 📄 - Overview of the english slot filling track at the tac2014 knowledge base population evaluation · Surdeanu, Mihai, Ji, Heng ·
Proceedings of TAC 2014· 📄 - R2E: Rule-based Event Extractor · Dutkiewicz, Jakub, Nowak, Maciej, Jedrzejek, Czeslaw ·
RuleML 2014· 📄 - Socio-political event extraction using a rule-based approach · Danilova, Vera, Popova, Svetlana ·
Proceedings of OTM 2014· 📄 - Using a sledgehammer to crack a nut? Lexical diversity and event coreference resolution · Cybulska, Agata, Vossen, Piek ·
LREC 2014· 📄 - Very deep convolutional networks for large-scale image recognition · Simonyan, Karen, Zisserman, Andrew ·
arXiv 2014· 📄 - HiEve: A Corpus for Extracting Event Hierarchies from News Stories · Glavaš, Goran, Šnajder, Jan, Moens, Marie-Francine, Kordjamshidi, Parisa ·
LREC 2014· 📄
2013
- BioCause: Annotating and analysing causality in the biomedical domain · Mih\uail\ua, Claudiu, Ohta, Tomoko, Pyysalo, Sampo, Ananiadou, Sophia ·
BMC bioinformatics 2013· 📄 - BioNLP shared Task 2013 – An Overview of the Bacteria Biotope Task · Robert Bossy, Wiktoria Golik, Zoran Ratković, Philippe Bessières, Claire Nédellec ·
BioNLP 2013· 📄 - Combining rules and machine learning for extraction of temporal expressions and events from clinical narratives · Kovačević, Aleksandar, Dehghan, Azad, Filannino, Michele, Keane, John A, Nenadic, Goran ·
Journal of the American Medical Informatics Association 2013· 📄 - Efficient estimation of word representations in vector space · Mikolov, Tomas, Chen, Kai, Corrado, Greg, Dean, Jeffrey ·
arXiv 2013· 📄 - Joint event extraction via structured prediction with global features · Li, Qi, Ji, Heng, Huang, Liang ·
ACL 2013· 📄 - The Genia Event Extraction Shared Task, 2013 Edition - Overview · Kim, Jin-Dong, Wang, Yue, Yasunori, Yamamoto ·
Proceedings of BioNLP Shared Task 2013 Workshop 2013· 📄
2012
- Automatic event extraction with structured preference modeling · Lu, Wei, Roth, Dan ·
ACL 2012· 📄 - BRAT: a web-based tool for NLP-assisted text annotation · Stenetorp, Pontus, Pyysalo, Sampo, Topić, Goran, Ohta, Tomoko, Ananiadou, Sophia, Tsujii, Jun’ichi ·
ACL 2012· 📄 - Event extraction across multiple levels of biological organization · Pyysalo, Sampo, Ohta, Tomoko, Miwa, Makoto, Cho, Han-Cheol, Tsujii, Jun'ichi, Ananiadou, Sophia ·
Bioinformatics 2012· 📄 - Joint Entity and Event Coreference Resolution across Documents · Heeyoung Lee, Marta Recasens, Angel X. Chang, Mihai Surdeanu, Dan Jurafsky ·
EMNLP-CoNLL 2012· 📄 - Joint modeling for chinese event extraction with rich linguistic features · Chen, Chen, Ng, Vincent ·
Proceedings of COLING 2012 2012· 📄 - Modeling textual cohesion for event extraction · Huang, Ruihong, Riloff, Ellen ·
AAAI 2012· 📄 - Real-time event extraction for driving information from social sensors · Sakaki, Takeshi, Matsuo, Yutaka, Yanagihara, Tadashi, Chandrasiri, Naiwala P, Nawa, Kazunari ·
Proceedings of CYBER 2012· 📄
2011
- An Overview of Event Extraction from Text · Frederik Hogenboom, Flavius Frasincar, Uzay Kaymak, Franciska de Jong ·
ISWC Workshop 2011· 📄 - Blanc: Implementing the rand index for coreference evaluation · Recasens, Marta, Hovy, Eduard ·
Natural language engineering 2011· 📄 - Event extraction as dependency parsing · McClosky, David, Surdeanu, Mihai, Manning, Christopher D ·
ACL 2011· 📄 - Fast and robust joint models for biomedical event extraction · Riedel, Sebastian, McCallum, Andrew ·
EMNLP 2011· 📄 - Generalizing biomedical event extraction · Björne, Jari, Salakoski, Tapio ·
Proceedings of BioNLP 2011· 📄 - Knowledge base population: Successful approaches and challenges · Ji, Heng, Grishman, Ralph ·
ACL 2011· 📄 - Overview of Genia Event Task in BioNLP Shared Task 2011 · Kim, Jin-Dong, Wang, Yue, Takagi, Toshihisa, Yonezawa, Akinori ·
Proceedings of BioNLP Shared Task 2011 Workshop 2011· 📄 - Using cross-entity inference to improve event extraction · Hong, Yu, Zhang, Jianfeng, Ma, Bin, Yao, Jianmin, Zhou, Guodong, Zhu, Qiaoming ·
ACL 2011· 📄 - Using Rules to Extract Event Information from Sentences · Sun, Rong, Zhou, Wen, Liu, Zong-Tian ·
Journal of Chinese Computer Systems 2011· 📄
2010
- Event extraction with complex event classification using rich features · Miwa, Makoto, S\aetre, Rune, Kim, Jin-Dong, Tsujii, Jun'ichi ·
Journal of bioinformatics and computational biology 2010· 📄 - Lancet: a high precision medication event extraction system for clinical text · Li, Zuofeng, Liu, Feifan, Antieau, Lamont, Cao, Yonggang, Yu, Hong ·
Journal of the American Medical Informatics Association 2010· 📄 - Using document level cross-event inference to improve event extraction · Liao, Shasha, Grishman, Ralph ·
ACL 2010· 📄
2009
- A unified model of phrasal and sentential evidence for information extraction · Patwardhan, Siddharth, Riloff, Ellen ·
EMNLP 2009· 📄 - Graph-based Event Coreference Resolution · Zheng Chen, Heng Ji ·
ACL Workshop 2009· 📄 - Language specific issue and feature exploration in Chinese event extraction · Chen, Zheng, Ji, Heng ·
ACL 2009· 📄 - Overview of BioNLP'09 Shared Task on Event Extraction · Jin-Dong Kim, Tomoko Ohta, Sampo Pyysalo, Yoshinobu Kano, Jun'ichi Tsujii ·
NAACL-HLT 2009· 📄 - Syntactic dependency based heuristics for biological event extraction · Kilicoglu, Halil, Bergler, Sabine ·
Proceedings of BioNLP 2009· 📄
2008
2006
- Ace 2005 multilingual training corpus · Walker, Christopher, Strassel, Stephanie, Medero, Julie, Maeda, Kazuaki ·
(No Title) 2006· 📄 - Event extraction from heterogeneous news sources · Naughton, Martina, Kushmerick, Nicholas, Carthy, Joseph ·
AAAI 2006· 📄 - The stages of event extraction · Ahn, David ·
Proceedings of Workshop on Annotating and Reasoning about Time and Events 2006· 📄
2005
- ACE 2004 Multilingual Training Corpus · Mitchell, Alexis, Strassel, Stephanie, Huang, Shudong, Zakhary, Ramez ·
Unknown venue 2005· 📄 - On coreference resolution performance metrics · Luo, Xiaoqiang ·
EMNLP 2005· 📄 - The Specification Language TimeML · James Pustejovsky, Robert Ingria, Roser Saurí, José M. Castaño, Jessica Littman, Robert J. Gaizauskas, Andrea Setzer, Graham Katz, Inderjeet Mani ·
The Language of Time - A Reader 2005· 📄
2004
- Rouge: A package for automatic evaluation of summaries · Lin, Chin-Yew ·
Text summarization branches out 2004· 📄 - The Automatic Content Extraction (ACE) Program -- Tasks, Data, and Evaluation · Doddington, George, Mitchell, Alexis, Przybocki, Mark, Ramshaw, Lance, Strassel, Stephanie, Weischedel, Ralph ·
LREC 2004· 📄
2003
- Background to framenet · Fillmore, Charles J, Johnson, Christopher R, Petruck, Miriam RL ·
International journal of lexicography 2003· 📄 - Survival analysis part I: basic concepts and first analyses · Clark, Taane G, Bradburn, Michael J, Love, Sharon B, Altman, Douglas G ·
British journal of cancer 2003· 📄 - The timebank corpus · Pustejovsky, James, Hanks, Patrick, Sauri, Roser, See, Andrew, Gaizauskas, Robert, Setzer, Andrea, Radev, Dragomir, Sundheim, Beth, Day, David, Ferro, Lisa, others ·
Corpus linguistics 2003· 📄
Pre - 2002
-
Automatic evaluation of machine translation quality using n-gram co-occurrence statistics · Doddington, George ·
Proceedings of second international conference on Human Language Technology Research 2002· 📄 -
Bleu: a method for automatic evaluation of machine translation · Papineni, Kishore, Roukos, Salim, Ward, Todd, Zhu, Wei-Jing ·
ACL 2002· 📄 -
Entity-Relationship Modeling: Historical Events, Future Trends, and Lessons Learned · Peter Pin-Shan Chen ·
Software Pioneers 2002· 📄 -
Entity-based cross-document coreferencing using the vector space model · Bagga, Amit, Baldwin, Breck ·
COLING 1998· 📄 -
A Model-Theoretic Coreference Scoring Scheme · Vilain, Marc, Burger, John, Aberdeen, John, Connolly, Dennis, Hirschman, Lynette ·
Proceedings of MUC 1995· 📄 -
Overview of the Fourth Message Understanding Evaluation and Conference · Sundheim, Beth M ·
Fourth Message Understanding Conference (MUC-4): Proceedings of a Conference Held in McLean, Virginia, June 16-18, 1992 1992· 📄 -
Overview of the Third Message Understanding Evaluation and Conference · Sundheim, Beth M ·
Third Message Understanding Conference (MUC-3): Proceedings of a Conference Held in San Diego, California, May 21-23, 1991 1991· 📄
@article{li2025event,
title={Event Extraction in Large Language Model},
author={Li, Bobo and Han, Xudong and Liu, Jiang and Ding, Yuzhe and Jing, Liqiang and Zhang, Zhaoqi and Li, Jinheng and Du, Xinya and Li, Fei and Zhang, Meishan and Zhang, Min and Sun, Aixin and Yu, Philip S. and Fei, Hao},
journal={arXiv preprint arXiv:2512.19537},
year={2025},
url={https://arxiv.org/abs/2512.19537}
}