SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 71–80 of 378 papers

TitleStatusHype
Learning to Remove: Towards Isotropic Pre-trained BERT EmbeddingCode0
Fine-tuning Distributional Semantic Models for Closely-Related Languages—0
Evaluation of Morphological Embeddings for English and Russian Languages—0
Semantic Data Set Construction from Human Clustering and Spatial Arrangement—0
EDS-MEMBED: Multi-sense embeddings based on enhanced distributional semantic structures via a graph walk over word senses—0
Co-occurrences using Fasttext embeddings for word similarity tasks in UrduCode0
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with SubwordsCode0
Multi-sense embeddings through a word sense disambiguation processCode0
Can a Fruit Fly Learn Word Embeddings?Code1
SemGloVe: Semantic Co-occurrences for GloVe from BERTCode0
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Benchmark Results

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