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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 91–100 of 551 papers

Title	Date	Tasks	Status	Hype	Score
CEA LIST: Processing Low-Resource Languages for CoNLL 2018	Oct 1, 2018	Word AlignmentWord Embeddings	CodeCode Available	0	5
Accurate Word Alignment Induction from Neural Machine Translation	Apr 30, 2020	DecoderMachine Translation	CodeCode Available	0	5
Conditional Random Field Autoencoders for Unsupervised Structured Prediction	Nov 5, 2014	MULTI-VIEW LEARNINGPrediction	CodeCode Available	0	5
Cross-lingual Contextualized Phrase Retrieval	Mar 25, 2024	Contrastive LearningLanguage Modelling	CodeCode Available	0	5
A Unified Model for Soft Linguistic Reordering Constraints in Statistical Machine Translation	Jun 1, 2014	Machine TranslationSemantic Parsing	—Unverified	0	0
Augmenting String-to-Tree and Tree-to-String Translation with Non-Syntactic Phrases	Jun 1, 2014	Machine TranslationTranslation	—Unverified	0	0
Alignment by Bilingual Generation and Monolingual Derivation	Dec 1, 2012	Word Alignment	—Unverified	0	0
Attention Weights in Transformer NMT Fail Aligning Words Between Sequences but Largely Explain Model Predictions	Sep 13, 2021	DecoderMachine Translation	—Unverified	0	0
Alignment-based reordering for SMT	May 1, 2012	Machine TranslationPart-Of-Speech Tagging	—Unverified	0	0
A Discriminative Neural Model for Cross-Lingual Word Alignment	Sep 1, 2019	Machine TranslationNER	—Unverified	0	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