ontoclue

Hybrid approach combining dictionary-based NER and doc2vec

An approach exploring and assessing literature-based doc-2-doc recommendations using a doc2vec and applying to the RELISH dataset.

An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec combined with doc2vec, and applying it to TREC and RELISH datasets

This repository contains the code for the Docker version of the OntoClue Project.

An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec and word mover's distance and applying it to RELISH dataset.

A dictionary-based approach to NER using whatizit for text-mining

An approach utilizing a word mover's distance solution to generate word embeddings from the RELISH dataset as part to explore document-to-document similarity

A collection of hybrid approaches combining Word2Vec, Doc2Vec, FastText, and ontology-based background knowledge to enhance document similarity, relevance, and recommendation.

An approach exploring and assessing literature-based doc-2-doc recommendations using word2vec and applying it to the RELISH dataset

An approach exploring and assessing literature-based doc-2-doc recommendations using BERT embeddings, and applying it to TREC and RELISH datasets

An approach exploring and assessing literature-based doc-2-doc recommendations using fastText and applying it to the RELISH dataset

An approach exploring and assessing literature-based doc-2-doc recommendations using doc2vec and applying it to the RELISH dataset

An approach exploring and assessing literature-based doc-2-doc recommendations using fastText and applying to the RELISH dataset.