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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 131–140 of 551 papers

Title	Date	Tasks	Status	Hype
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
A Simple Approach to Learning Unsupervised Multilingual Embeddings	Apr 10, 2020	Bilingual Lexicon InductionDependency Parsing	—Unverified	0
On the Language Neutrality of Pre-trained Multilingual Representations	Apr 9, 2020	Language IdentificationTransfer Learning	CodeCode Available	0
Locality Preserving Loss: Neighbors that Live together, Align together	Apr 7, 2020	Natural Language InferenceSentence Embeddings	—Unverified	0
Unsupervised Multilingual Alignment using Wasserstein Barycenter	Jan 28, 2020	AllMachine Translation	CodeCode Available	0
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks	Dec 6, 2019	Image RetrievalInductive Bias	—Unverified	0
How Language-Neutral is Multilingual BERT?	Nov 8, 2019	RetrievalSentence	CodeCode Available	0
Unsupervised Hierarchy Matching with Optimal Transport over Hyperbolic Spaces	Nov 6, 2019	Ontology MatchingWord Alignment	—Unverified	0
Improving Latent Alignment in Text Summarization by Generalizing the Pointer Generator	Nov 1, 2019	Text SummarizationWord Alignment	—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