SOTAVerified

Word Similarity

Calculate a numerical score for the semantic similarity between two words.

Papers

Showing 8190 of 378 papers

TitleStatusHype
Improved Biomedical Word Embeddings in the Transformer EraCode0
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French,English - Vietnamese0
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning0
Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach0
Improving Multilingual Neural Machine Translation For Low-Resource Languages: French, English - Vietnamese0
A Locally Linear Procedure for Word Translation0
Conception: Multilingually-Enhanced, Human-Readable Concept Vector RepresentationsCode1
Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information0
A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings0
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context-to-VectorSpearman's Rho78.9Unverified
2Bert2VecSpearman's Rho72.8Unverified
3SkipGramSpearman's Rho61Unverified