SOTAVerified

Word Similarity

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

Papers

Showing 231–240 of 378 papers

TitleStatusHype
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical ResourcesCode0
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?—0
Bilingual Embeddings with Random Walks over Multilingual Wordnets—0
Extrofitting: Enriching Word Representation and its Vector Space with Semantic LexiconsCode0
A Deeper Look into Dependency-Based Word Embeddings—0
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from SpeechCode1
Word2Bits - Quantized Word VectorsCode0
Understanding and Improving Multi-Sense Word Embeddings via Extended Robust Principal Component Analysis—0
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?—0
Calculating the similarity between words and sentences using a lexical database and corpus statisticsCode0
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Benchmark Results

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