SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 321–330 of 378 papers

TitleStatusHype
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External MemoryCode0
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word RepresentationsCode0
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction—0
Problems With Evaluation of Word Embeddings Using Word Similarity Tasks—0
EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs—0
Medical Concept Embeddings via Labeled Background Corpora—0
Unsupervised Measure of Word Similarity: How to Outperform Co-occurrence and Vector Cosine in VSMs—0
What a Nerd! Beating Students and Vector Cosine in the ESL and TOEFL Datasets—0
Part-of-Speech Relevance Weights for Learning Word Embeddings—0
Embracing Error to Enable Rapid Crowdsourcing—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context-to-VectorSpearman's Rho78.9—Unverified
2Bert2VecSpearman's Rho72.8—Unverified
3SkipGramSpearman's Rho61—Unverified