SOTAVerified

Word Similarity

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

Papers

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Showing 321–330 of 378 papers

TitleStatusHype
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
An Ensemble Method to Produce High-Quality Word Embeddings (2016)Code2
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
Semantic Word Clusters Using Signed Normalized Graph CutsCode0
Category Enhanced Word Embedding—0
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Benchmark Results

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