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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 31–40 of 551 papers

Title	Date	Tasks	Status	Hype
Counterfactual Variable Control for Robust and Interpretable Question Answering	Oct 12, 2020	Causal Inferencecounterfactual	CodeCode Available	1
Word Rotator's Distance	Apr 30, 2020	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	1
End-to-End Slot Alignment and Recognition for Cross-Lingual NLU	Apr 29, 2020	Cross-Lingual TransferGoal-Oriented Dialog	CodeCode Available	1
Conversational Word Embedding for Retrieval-Based Dialog System	Apr 28, 2020	Common Sense ReasoningMachine Translation	CodeCode Available	1
Attention is Not Only a Weight: Analyzing Transformers with Vector Norms	Apr 21, 2020	Machine TranslationTranslation	CodeCode Available	1
SimAlign: High Quality Word Alignments without Parallel Training Data using Static and Contextualized Embeddings	Apr 18, 2020	Machine TranslationMultilingual Word Embeddings	CodeCode Available	1
Unsupervised Multilingual Word Embedding with Limited Resources using Neural Language Models	Jul 1, 2019	Word AlignmentWord Embeddings	CodeCode Available	1
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks	May 15, 2025	Cross-Lingual Transfertoken-classification	CodeCode Available	0
Large Language Models Often Say One Thing and Do Another	Mar 10, 2025	Word Alignment	CodeCode Available	0
Target word activity detector: An approach to obtain ASR word boundaries without lexicon	Sep 20, 2024	Word AlignmentWord Embeddings	—Unverified	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