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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	Score
Hidden Markov Tree Model for Word Alignment	Aug 1, 2013	Machine Translationmodel	—Unverified	0	0
Hierarchical Alignment Decomposition Labels for Hiero Grammar Rules	Jun 1, 2013	Language ModellingWord Alignment	—Unverified	0	0
High-Accuracy Phrase Translation Acquisition Through Battle-Royale Selection	Sep 1, 2013	Machine TranslationSemantic Textual Similarity	—Unverified	0	0
HM-BiTAM: Bilingual Topic Exploration, Word Alignment, and Translation	Dec 1, 2007	Machine TranslationSentence	—Unverified	0	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	0
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models	Sep 1, 2015	Domain AdaptationLanguage Modelling	—Unverified	0	0
A Hybrid Approach for Automatic Extraction of Bilingual Multiword Expressions from Parallel Corpora	May 1, 2018	Domain AdaptationInformation Retrieval	—Unverified	0	0
Identifying Comparable Corpora Using LDA	Jun 1, 2012	Language ModellingMachine Translation	—Unverified	0	0
A Constrained Viterbi Relaxation for Bidirectional Word Alignment	Jun 1, 2014	Machine TranslationWord Alignment	—Unverified	0	0
A Bidirectional Transformer Based Alignment Model for Unsupervised Word Alignment	Aug 1, 2021	Machine TranslationTranslation	—Unverified	0	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