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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 211–220 of 551 papers

Title	Date	Tasks	Status	Hype
Feature-Based Decipherment for Machine Translation	Sep 1, 2018	DeciphermentMachine Translation	—Unverified	0
Forced Derivation Tree based Model Training to Statistical Machine Translation	Jul 1, 2012	Machine TranslationTranslation	—Unverified	0
FrameNet Annotations Alignment using Attention-based Machine Translation	May 1, 2020	DecoderMachine Translation	—Unverified	0
An Analysis of Attention Mechanisms: The Case of Word Sense Disambiguation in Neural Machine Translation	Oct 17, 2018	DecoderMachine Translation	—Unverified	0
Cross-Lingual Named Entity Recognition via FastAlign: a Case Study	Jul 1, 2021	Machine Translationnamed-entity-recognition	—Unverified	0
Generalized Agreement for Bidirectional Word Alignment	Sep 1, 2015	Machine TranslationWord Alignment	—Unverified	0
Cross-lingual Model Transfer Using Feature Representation Projection	Jun 1, 2014	Language Modellingmodel	—Unverified	0
Generative latent neural models for automatic word alignment	Sep 28, 2020	Machine TranslationSentence	—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
Automatic word alignment tools to scale production of manually aligned parallel texts	May 1, 2012	Machine TranslationSemantic Role Labeling	—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