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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 481–490 of 551 papers

Title	Date	Tasks	Status	Hype	Score
Alignment-based reordering for SMT	May 1, 2012	Machine TranslationPart-Of-Speech Tagging	—Unverified	0	0
Alignment by Bilingual Generation and Monolingual Derivation	Dec 1, 2012	Word Alignment	—Unverified	0	0
ALTN: Word Alignment Features for Cross-lingual Textual Entailment	Jun 1, 2013	Machine TranslationNatural Language Inference	—Unverified	0	0
A Markov Model of Machine Translation using Non-parametric Bayesian Inference	Aug 1, 2013	Bayesian InferenceMachine Translation	—Unverified	0	0
Analysis and Prediction of Unalignable Words in Parallel Text	Apr 1, 2014	Machine TranslationPrediction	—Unverified	0	0
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation	Oct 17, 2018	DecoderMachine Translation	—Unverified	0	0
An Attentional Model for Speech Translation Without Transcription	Jun 1, 2016	Automatic Speech Recognition (ASR)model	—Unverified	0	0
An Empirical Investigation of Word Alignment Supervision for Zero-Shot Multilingual Neural Machine Translation	Nov 1, 2021	Machine TranslationTranslation	—Unverified	0	0
An Empirical Study of Diversity of Word Alignment and its Symmetrization Techniques for System Combination	Dec 1, 2015	DiversityMachine Translation	—Unverified	0	0
An Information Theoretic Approach to Bilingual Word Clustering	Aug 1, 2013	ClusteringWord Alignment	—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