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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 231–240 of 551 papers

Title	Date	Tasks	Status	Hype
A Formal Characterization of Parsing Word Alignments by Synchronous Grammars with Empirical Evidence to the ITG Hypothesis.	Jun 1, 2013	Machine TranslationWord Alignment	—Unverified	0
Hierarchical Alignment Decomposition Labels for Hiero Grammar Rules	Jun 1, 2013	Language ModellingWord Alignment	—Unverified	0
High-Accuracy Phrase Translation Acquisition Through Battle-Royale Selection	Sep 1, 2013	Machine TranslationSemantic Textual Similarity	—Unverified	0
HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation	Dec 1, 2007	Machine TranslationSentence	—Unverified	0
Concavity and Initialization for Unsupervised Dependency Parsing	Jun 1, 2012	Dependency Grammar InductionDependency Parsing	—Unverified	0
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models	Sep 1, 2015	Domain AdaptationLanguage Modelling	—Unverified	0
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation	Jul 1, 2017	Machine TranslationTranslation	—Unverified	0
Identifying Comparable Corpora Using LDA	Jun 1, 2012	Language ModellingMachine Translation	—Unverified	0
Cross-Lingual Identification of Ambiguous Discourse Connectives for Resource-Poor Language	Dec 1, 2012	Word Alignment	—Unverified	0
Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels	Aug 1, 2015	Dependency ParsingMachine Translation	—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