Add SEDA (Tan et al., 2024) to Video-to-Text section#159
Merged
Conversation
AmitMY
commented
Apr 28, 2026
| Using the same encoding, they use a transformer decoder to decode the spoken language text one token at a time. | ||
| They show that adding gloss supervision improves the model over not using it and that it outperforms previous video-to-gloss-to-text pipeline approaches [@cihan2018neural]. | ||
|
|
||
| @tan-etal-2024-seda extend this sign language transformer with SEDA, a data augmentation framework that augments sign features through multiple sign embeddings and augments spoken text via lemmatization, achieving competitive WER, BLEU, and ROUGE on RWTH-PHOENIX-Weather-2014T. |
Contributor
Author
There was a problem hiding this comment.
should be the last paragarph in this section chronologically
Contributor
Author
|
Done — moved to the end of the Video-to-Text section. |
Adds a sentence describing SEDA's sign-feature and spoken-text augmentation plus multi-task learning extension to the sign language transformer in the Video-to-Text section, and appends the corresponding BibTeX entry. Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
AmitMY
force-pushed
the
signlang2024/tan-etal-2024-seda
branch
from
a361113 to
614d629
Compare
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
1 participant
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Summary
tan-etal-2024-seda) tosrc/references.bib.Test plan
Paper: https://aclanthology.org/2024.signlang-1.41/
Generated with Claude Code