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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 531–540 of 551 papers

Title	Date	Tasks	Status	Hype
Automatic Parallel Fragment Extraction from Noisy Data	Jun 1, 2012	Machine TranslationWord Alignment	—Unverified	0
Evaluating a Morphological Analyser of Inuktitut	Jun 1, 2012	Morphological AnalysisWord Alignment	—Unverified	0
Identifying Comparable Corpora Using LDA	Jun 1, 2012	Language ModellingMachine Translation	—Unverified	0
Unified Expectation Maximization	Jun 1, 2012	Machine TranslationText Classification	—Unverified	0
Concavity and Initialization for Unsupervised Dependency Parsing	Jun 1, 2012	Dependency Grammar InductionDependency Parsing	—Unverified	0
Using Senses in HMM Word Alignment	Jun 1, 2012	Machine TranslationWord Alignment	—Unverified	0
Annotated Corpora for Word Alignment between Japanese and English and its Evaluation with MAP-based Word Aligner	May 1, 2012	Machine TranslationSentence	—Unverified	0
Identifying Word Translations from Comparable Documents Without a Seed Lexicon	May 1, 2012	ArticlesWord Alignment	—Unverified	0
Alignment-based reordering for SMT	May 1, 2012	Machine TranslationPart-Of-Speech Tagging	—Unverified	0
Automatic word alignment tools to scale production of manually aligned parallel texts	May 1, 2012	Machine TranslationSemantic Role Labeling	—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