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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 51–60 of 551 papers

Title	Date	Tasks	Status	Hype
A Study on Bootstrapping Bilingual Vector Spaces from Non-Parallel Data (and Nothing Else)	Oct 1, 2013	Information RetrievalMachine Translation	—Unverified	0
A Supervised Word Alignment Method based on Cross-Language Span Prediction using Multilingual BERT	Apr 29, 2020	Question AnsweringSentence	—Unverified	0
A Simple Approach to Learning Unsupervised Multilingual Embeddings	Apr 10, 2020	Bilingual Lexicon InductionDependency Parsing	—Unverified	0
ATOGAN:Adaptive Training Objective Generative Adversarial Network for Cross-lingual Word Alignment in Non-Isomorphic Embedding Spaces	Nov 16, 2021	Generative Adversarial NetworkTranslation	—Unverified	0
A Tool for a High-Carat Gold-Standard Word Alignment	Apr 1, 2014	Machine TranslationVocal Bursts Intensity Prediction	—Unverified	0
A Topic-Triggered Language Model for Statistical Machine Translation	Oct 1, 2013	Language ModelingLanguage Modelling	—Unverified	0
A Tree Transducer Model for Grammatical Error Correction	Aug 1, 2013	Grammatical Error CorrectionGrammatical Error Detection	—Unverified	0
Atril: an XML Visualization System for Corpus Texts	Jun 1, 2022	ManagementWord Alignment	—Unverified	0
A Recursive Recurrent Neural Network for Statistical Machine Translation	Jun 1, 2014	ChunkingLanguage Modelling	—Unverified	0
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task	Nov 1, 2020	DiversityLanguage Identification	—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