SOTAVerified

Word Similarity

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

Papers

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Showing 251–260 of 378 papers

TitleStatusHype
Vertex-Context Sampling for Weighted Network Embedding—0
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple DatasetsCode0
Joint Unsupervised Learning of Semantic Representation of Words and Roles in Dependency Trees—0
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks—0
Dict2vec : Learning Word Embeddings using Lexical DictionariesCode0
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding—0
Word Re-Embedding via Manifold Dimensionality Retention—0
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components—0
Semantic Composition via Probabilistic Model Theory—0
Simple and Effective Dimensionality Reduction for Word EmbeddingsCode0
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Benchmark Results

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