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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 471–480 of 551 papers

Title	Date	Tasks	Status	Hype	Score
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	0
A Generalized Constraint Approach to Bilingual Dictionary Induction for Low-Resource Language Families	Oct 5, 2020	Bilingual Lexicon InductionTranslation	—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
A hybrid pipeline of rules and machine learning to filter web-crawled parallel corpora	Oct 1, 2018	BIG-bench Machine LearningMachine Translation	—Unverified	0	0
A Hybrid Word Alignment Model for Phrase-Based Statistical Machine Translation	Aug 1, 2013	Domain AdaptationMachine Translation	—Unverified	0	0
Alibaba Submission to the WMT18 Parallel Corpus Filtering Task	Oct 1, 2018	DiversityMachine Translation	—Unverified	0	0
Alibaba Submission to the WMT20 Parallel Corpus Filtering Task	Nov 1, 2020	DiversityLanguage Identification	—Unverified	0	0
A Lightweight and High Performance Monolingual Word Aligner	Aug 1, 2013	Machine TranslationNatural Language Inference	—Unverified	0	0
Aligning Very Small Parallel Corpora Using Cross-Lingual Word Embeddings and a Monogamy Objective	Oct 31, 2018	Cross-Lingual Word EmbeddingsWord Alignment	—Unverified	0	0
Alignment-Based Neural Machine Translation	Aug 1, 2016	Machine TranslationSpeech Recognition	—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