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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 341–350 of 551 papers

Title	Date	Tasks	Status	Hype
LanguageNet: Learning to Find Sense Relevant Example Sentences	Aug 1, 2018	Word Alignment	—Unverified	0
Large Multi-lingual, Multi-level and Multi-genre Annotation Corpus	May 1, 2016	Information RetrievalRetrieval	—Unverified	0
Large-scale Word Alignment Using Soft Dependency Cohesion Constraints	Jan 1, 2013	Machine TranslationTranslation	—Unverified	0
Latent Domain Word Alignment for Heterogeneous Corpora	May 1, 2015	SentenceWord Alignment	—Unverified	0
Learning aligned embeddings for semi-supervised word translation using Maximum Mean Discrepancy	Jun 20, 2020	Machine TranslationSentence	—Unverified	0
Learning Better Rule Extraction with Translation Span Alignment	Jul 1, 2012	Machine TranslationTranslation	—Unverified	0
Learning Bilingual Word Embeddings Using Lexical Definitions	Jun 21, 2019	TranslationWord Alignment	—Unverified	0
Learning Hierarchical Translation Spans	Oct 1, 2014	Machine TranslationTranslation	—Unverified	0
Learning Language Structures through Grounding	Jun 14, 2024	Automatic Speech RecognitionDependency Parsing	—Unverified	0
Learning the Impact and Behavior of Syntactic Structure: A Case Study in Semantic Textual Similarity	Sep 1, 2015	Common Sense ReasoningSemantic Textual Similarity	—Unverified	0

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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