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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 41–50 of 551 papers

Title	Date	Tasks	Status	Hype	Score
AlignAtt: Using Attention-based Audio-Translation Alignments as a Guide for Simultaneous Speech Translation	May 19, 2023	Machine TranslationTranslation	CodeCode Available	0	5
Addressing the Rare Word Problem in Neural Machine Translation	Oct 30, 2014	Machine TranslationNMT	CodeCode Available	0	5
A Simple, Fast, and Effective Reparameterization of IBM Model 2	Jun 1, 2013	Machine TranslationWord Alignment	CodeCode Available	0	5
How Language-Neutral is Multilingual BERT?	Nov 8, 2019	RetrievalSentence	CodeCode Available	0	5
Guided Alignment Training for Topic-Aware Neural Machine Translation	Jul 6, 2016	DecoderDomain Adaptation	CodeCode Available	0	5
Improving Discourse Relation Projection to Build Discourse Annotated Corpora	Jul 20, 2017	RelationTranslation	CodeCode Available	0	5
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry	Apr 18, 2021	de-enMachine Translation	CodeCode Available	0	5
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization	Oct 21, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	0	5
Does mBERT understand Romansh? Evaluating word embeddings using word alignment	Jun 14, 2023	SentenceWord Alignment	CodeCode Available	0	5
Adding Interpretable Attention to Neural Translation Models Improves Word Alignment	Jan 31, 2019	Machine TranslationTranslation	CodeCode Available	0	5

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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