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 51–75 of 551 papers

Title	Date	Tasks	Status	Score
Leveraging Neural Machine Translation for Word Alignment	Mar 31, 2021	DecoderMachine Translation	CodeCode Available	5
Addressing the Rare Word Problem in Neural Machine Translation	Oct 30, 2014	Machine TranslationNMT	CodeCode Available	5
LRS3-TED: a large-scale dataset for visual speech recognition	Sep 3, 2018	Audio-Visual Speech Recognitionspeech-recognition	CodeCode Available	5
Meeting the Needs of Low-Resource Languages: The Value of Automatic Alignments via Pretrained Models	Feb 15, 2023	named-entity-recognitionNamed Entity Recognition	CodeCode Available	5
Multilingual Coreference Resolution in Low-resource South Asian Languages	Feb 21, 2024	coreference-resolutionCoreference Resolution	CodeCode Available	5
Self-Augmented In-Context Learning for Unsupervised Word Translation	Feb 15, 2024	Bilingual Lexicon InductionCross-Lingual Word Embeddings	CodeCode Available	5
Jointly Learning to Align and Translate with Transformer Models	Sep 4, 2019	Machine TranslationTranslation	CodeCode Available	5
Adding Interpretable Attention to Neural Translation Models Improves Word Alignment	Jan 31, 2019	Machine TranslationTranslation	CodeCode Available	5
Kneser-Ney Smoothing on Expected Counts	Jun 1, 2014	Domain AdaptationLanguage Modelling	CodeCode Available	5
On the Language Neutrality of Pre-trained Multilingual Representations	Apr 9, 2020	Language IdentificationTransfer Learning	CodeCode Available	5
An Operation Sequence Model for Explainable Neural Machine Translation	Aug 29, 2018	Machine TranslationNMT	CodeCode Available	5
Guided Alignment Training for Topic-Aware Neural Machine Translation	Jul 6, 2016	DecoderDomain Adaptation	CodeCode Available	5
How Language-Neutral is Multilingual BERT?	Nov 8, 2019	RetrievalSentence	CodeCode Available	5
Improving Discourse Relation Projection to Build Discourse Annotated Corpora	Jul 20, 2017	RelationTranslation	CodeCode Available	5
Large Language Models Often Say One Thing and Do Another	Mar 10, 2025	Word Alignment	CodeCode Available	5
Agreement-based Joint Training for Bidirectional Attention-based Neural Machine Translation	Dec 15, 2015	Machine TranslationTranslation	CodeCode Available	5
FastEmit: Low-latency Streaming ASR with Sequence-level Emission Regularization	Oct 21, 2020	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
Do GPTs Produce Less Literal Translations?	May 26, 2023	Machine TranslationNMT	CodeCode Available	5
Creating a Translation Matrix of the Bible's Names Across 591 Languages	May 1, 2018	Entity AlignmentMachine Translation	CodeCode Available	5
Embedding-Enhanced Giza++: Improving Alignment in Low- and High- Resource Scenarios Using Embedding Space Geometry	Apr 18, 2021	de-enMachine Translation	CodeCode Available	5
A Web-Based Interactive Tool for Creating, Inspecting, Editing, and Publishing Etymological Datasets	Apr 1, 2017	Word Alignment	CodeCode Available	5
Conditional Random Field Autoencoders for Unsupervised Structured Prediction	Nov 5, 2014	MULTI-VIEW LEARNINGPrediction	CodeCode Available	5
Cross-lingual Contextualized Phrase Retrieval	Mar 25, 2024	Contrastive LearningLanguage Modelling	CodeCode Available	5
Does mBERT understand Romansh? Evaluating word embeddings using word alignment	Jun 14, 2023	SentenceWord Alignment	CodeCode Available	5
Constrained Decoding for Cross-lingual Label Projection	Feb 5, 2024	Cross-Lingual TransferEvent Argument Extraction	CodeCode Available	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