SOTAVerified

Word Similarity

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

Papers

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Showing 301–310 of 378 papers

TitleStatusHype
Identity-sensitive Word Embedding through Heterogeneous Networks—0
Multi-view Recurrent Neural Acoustic Word Embeddings—0
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance MeasureCode0
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word SimilarityCode0
Improving Sparse Word Representations with Distributional Inference for Semantic CompositionCode0
Learning Word Embeddings from Intrinsic and Extrinsic Views—0
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations—0
Community Detection in Political Twitter Networks using Nonnegative Matrix Factorization Methods—0
Morphological Priors for Probabilistic Neural Word Embeddings—0
A critique of word similarity as a method for evaluating distributional semantic models—0
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Benchmark Results

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