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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 451–460 of 551 papers

Title	Date	Tasks	Status	Hype
Simultaneous Word-Morpheme Alignment for Statistical Machine Translation	Jun 1, 2013	LemmatizationMachine Translation	—Unverified	0
Six Challenges for Neural Machine Translation	Jun 12, 2017	Machine TranslationTranslation	—Unverified	0
Slavic Forest, Norwegian Wood	Apr 1, 2017	Dependency ParsingMachine Translation	—Unverified	0
Smaller Alignment Models for Better Translations: Unsupervised Word Alignment with the l0-norm	Jul 1, 2012	Word Alignment	—Unverified	0
Small Model and In-Domain Data Are All You Need	Nov 1, 2021	AllLanguage Modeling	—Unverified	0
Smoothing parameter estimation framework for IBM word alignment models	Jan 14, 2016	Language ModelingLanguage Modelling	—Unverified	0
Source-Side Classifier Preordering for Machine Translation	Oct 1, 2013	Machine TranslationTranslation	—Unverified	0
Streaming word similarity mining on the cheap	Oct 1, 2018	Document ClassificationWord Alignment	—Unverified	0
Structural Supervision for Word Alignment and Machine Translation	May 1, 2022	DecoderMachine Translation	—Unverified	0
STS-UHH at SemEval-2017 Task 1: Scoring Semantic Textual Similarity Using Supervised and Unsupervised Ensemble	Aug 1, 2017	Graph SimilarityInformation Retrieval	—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