SOTAVerified

Word Similarity

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

Papers

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Showing 151–160 of 378 papers

TitleStatusHype
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations—0
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings—0
Automatic cognate identification with gap-weighted string subsequences.—0
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes—0
A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax—0
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts—0
Deep Multilingual Correlation for Improved Word Embeddings—0
Attention Word Embedding—0
Cross-topic distributional semantic representations via unsupervised mappings—0
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert—0
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Benchmark Results

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