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 26–50 of 551 papers

Title	Date	Tasks	Status	Hype	Score
Graph Algorithms for Multiparallel Word Alignment	Sep 13, 2021	Link PredictionMachine Translation	CodeCode Available	1	5
Improving Translation Faithfulness of Large Language Models via Augmenting Instructions	Aug 24, 2023	Instruction FollowingMachine Translation	CodeCode Available	1	5
Improving Word Translation via Two-Stage Contrastive Learning	Nov 16, 2021	Bilingual Lexicon InductionContrastive Learning	CodeCode Available	1	5
Learning Contextualised Cross-lingual Word Embeddings and Alignments for Extremely Low-Resource Languages Using Parallel Corpora	Oct 27, 2020	Bilingual Lexicon InductionCross-Lingual Word Embeddings	CodeCode Available	1	5
Cross-Align: Modeling Deep Cross-lingual Interactions for Word Alignment	Oct 9, 2022	Language ModelingLanguage Modelling	CodeCode Available	1	5
NAST: A Non-Autoregressive Generator with Word Alignment for Unsupervised Text Style Transfer	Jun 4, 2021	SentenceStyle Transfer	CodeCode Available	1	5
Sparse Attention with Linear Units	Apr 14, 2021	DecoderDiversity	CodeCode Available	1	5
Mask-Align: Self-Supervised Neural Word Alignment	Dec 13, 2020	Machine TranslationTranslation	CodeCode Available	1	5
BinaryAlign: Word Alignment as Binary Sequence Labeling	Jul 16, 2024	Word Alignment	CodeCode Available	1	5
Neural semi-Markov CRF for Monolingual Word Alignment	Jun 4, 2021	Paraphrase GenerationSentence	CodeCode Available	1	5
ChrEnTranslate: Cherokee-English Machine Translation Demo with Quality Estimation and Corrective Feedback	Jul 30, 2021	Machine TranslationNMT	CodeCode Available	1	5
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation	Apr 5, 2024	Contrastive LearningLanguage Modeling	CodeCode Available	1	5
Kneser-Ney Smoothing on Expected Counts	Jun 1, 2014	Domain AdaptationLanguage Modelling	CodeCode Available	0	5
Jointly Learning to Align and Translate with Transformer Models	Sep 4, 2019	Machine TranslationTranslation	CodeCode Available	0	5
Large Language Models Often Say One Thing and Do Another	Mar 10, 2025	Word Alignment	CodeCode Available	0	5
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