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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 531–540 of 551 papers

Title	Date	Tasks	Status	Hype
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment	May 23, 2022	TranslationWord Alignment	CodeCode Available	0
A Simple, Fast, and Effective Reparameterization of IBM Model 2	Jun 1, 2013	Machine TranslationWord Alignment	CodeCode Available	0
Unsupervised Multilingual Alignment using Wasserstein Barycenter	Jan 28, 2020	AllMachine Translation	CodeCode Available	0
Multilingual Coreference Resolution in Low-resource South Asian Languages	Feb 21, 2024	coreference-resolutionCoreference Resolution	CodeCode Available	0
Multilingual Distributed Representations without Word Alignment	Dec 20, 2013	Cross-Lingual Document ClassificationDocument Classification	CodeCode Available	0
An Operation Sequence Model for Explainable Neural Machine Translation	Aug 29, 2018	Machine TranslationNMT	CodeCode Available	0
Kneser-Ney Smoothing on Expected Counts	Jun 1, 2014	Domain AdaptationLanguage Modelling	CodeCode Available	0
Conditional Random Field Autoencoders for Unsupervised Structured Prediction	Nov 5, 2014	MULTI-VIEW LEARNINGPrediction	CodeCode Available	0
Sub-Word Alignment Is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation	May 9, 2022	GPUMachine Translation	CodeCode Available	0
AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation	May 19, 2023	Machine TranslationTranslation	CodeCode Available	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