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Word Alignment

Word Alignment is the task of finding the correspondence between source and target words in a pair of sentences that are translations of each other.

Source: Neural Network-based Word Alignment through Score Aggregation

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 21–30 of 551 papers

Title	Date	Tasks	Status	Hype	Score
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback	Jul 30, 2021	Machine TranslationNMT	CodeCode Available	1	5
Improving Word Translation via Two-Stage Contrastive Learning	Nov 16, 2021	Bilingual Lexicon InductionContrastive Learning	CodeCode Available	1	5
Conversational Word Embedding for Retrieval-Based Dialog System	Apr 28, 2020	Common Sense ReasoningMachine Translation	CodeCode Available	1	5
Frustratingly Easy Label Projection for Cross-lingual Transfer	Nov 28, 2022	Cross-Lingual NERCross-Lingual Transfer	CodeCode Available	1	5
Multilingual Sentence Transformer as A Multilingual Word Aligner	Jan 28, 2023	SentenceWord Alignment	CodeCode Available	1	5
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking	Oct 30, 2022	Bilingual Lexicon InductionCross Encoder Reranking	CodeCode Available	1	5
Correspondence Matters for Video Referring Expression Comprehension	Jul 21, 2022	Contrastive LearningReferring Expression	CodeCode Available	1	5
Counterfactual Variable Control for Robust and Interpretable Question Answering	Oct 12, 2020	Causal Inferencecounterfactual	CodeCode Available	1	5
Learning To Generate Language-Supervised and Open-Vocabulary Scene Graph Using Pre-Trained Visual-Semantic Space	Jan 1, 2023	Graph Generationobject-detection	CodeCode Available	1	5
Sparse Attention with Linear Units	Apr 14, 2021	DecoderDiversity	CodeCode Available	1	5

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All datasets en-es en-fr es-en fr-en en-it MUSE en-de MUSE en-pt

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	84.26	—	Unverified
2	Adv - Refine - CSLS	P@1	81.7	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	82.94	—	Unverified
2	Adv - Refine - CSLS	P@1	82.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	83.5	—	Unverified
2	Adv - Refine - CSLS	P@1	83.3	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	83.23	—	Unverified
2	Adv - Refine - CSLS	P@1	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	81.45	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	74.08	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Barycenter Alignment	P@1	84.65	—	Unverified