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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 31–40 of 551 papers

Title	Date	Tasks	Status	Hype	Score
Neural semi-Markov CRF for Monolingual Word Alignment	Jun 4, 2021	Paraphrase GenerationSentence	CodeCode Available	1	5
Improving Pretrained Cross-Lingual Language Models via Self-Labeled Word Alignment	Jun 11, 2021	DenoisingLanguage Modeling	CodeCode Available	1	5
Attention is Not Only a Weight: Analyzing Transformers with Vector Norms	Apr 21, 2020	Machine TranslationTranslation	CodeCode Available	1	5
Improving Word Translation via Two-Stage Contrastive Learning	Nov 16, 2021	Bilingual Lexicon InductionContrastive Learning	CodeCode Available	1	5
Sparse Attention with Linear Units	Apr 14, 2021	DecoderDiversity	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
Mask-Align: Self-Supervised Neural Word Alignment	Dec 13, 2020	Machine TranslationTranslation	CodeCode Available	1	5
Guided Alignment Training for Topic-Aware Neural Machine Translation	Jul 6, 2016	DecoderDomain Adaptation	CodeCode Available	0	5
How Language-Neutral is Multilingual BERT?	Nov 8, 2019	RetrievalSentence	CodeCode Available	0	5
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization	Oct 21, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	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