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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 161–170 of 551 papers

Title	Date	Tasks	Status	Hype	Score
Edinburgh's Statistical Machine Translation Systems for WMT16	Aug 1, 2016	Language ModellingMachine Translation	—Unverified	0	0
ECNU at SemEval-2016 Task 1: Leveraging Word Embedding From Macro and Micro Views to Boost Performance for Semantic Textual Similarity	Jun 1, 2016	Feature EngineeringMachine Translation	—Unverified	0	0
Bitext Name Tagging for Cross-lingual Entity Annotation Projection	Dec 1, 2016	named-entity-recognitionNamed Entity Recognition	—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
Dual Coordinate Descent Algorithms for Efficient Large Margin Structured Prediction	Jan 1, 2013	Dependency ParsingDocument Summarization	—Unverified	0	0
DT\_Team at SemEval-2017 Task 1: Semantic Similarity Using Alignments, Sentence-Level Embeddings and Gaussian Mixture Model Output	Aug 1, 2017	LemmatizationSemantic Similarity	—Unverified	0	0
DOMCAT: A Bilingual Concordancer for Domain-Specific Computer Assisted Translation	Jul 1, 2012	TranslationWord Alignment	—Unverified	0	0
ECNU: Using Traditional Similarity Measurements and Word Embedding for Semantic Textual Similarity Estimation	Jun 1, 2015	Multi-Task LearningNatural Language Inference	—Unverified	0	0
Bilingually-constrained Phrase Embeddings for Machine Translation	Jun 1, 2014	Language ModellingMachine Translation	—Unverified	0	0
Annotated Guidelines and Building Reference Corpus for Myanmar-English Word Alignment	Sep 25, 2019	Contrastive LearningWord 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