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Word Similarity

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

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 311–320 of 378 papers

Title	Date	Tasks	Status	Hype
When Hyperparameters Help: Beneficial Parameter Combinations in Distributional Semantic Models	Aug 1, 2016	Hyperparameter OptimizationWord Embeddings	—Unverified	0
Enriching Word Vectors with Subword Information	Jul 15, 2016	Word EmbeddingsWord Similarity	CodeCode Available	0
Charagram: Embedding Words and Sentences via Character n-grams	Jul 10, 2016	Part-Of-Speech TaggingSentence	—Unverified	0
Learning Crosslingual Word Embeddings without Bilingual Corpora	Jun 30, 2016	Bilingual Lexicon InductionCross-Lingual Document Classification	CodeCode Available	0
Correlation-based Intrinsic Evaluation of Word Vector Representations	Jun 21, 2016	Word Similarity	—Unverified	0
Learning Word Sense Embeddings from Word Sense Definitions	Jun 15, 2016	Word EmbeddingsWord Sense Disambiguation	—Unverified	0
PSDVec: a Toolbox for Incremental and Scalable Word Embedding	Jun 10, 2016	Word EmbeddingsWord Similarity	—Unverified	0
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory	Jun 3, 2016	Word Similarity	CodeCode Available	0
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations	Jun 2, 2016	Word Similarity	CodeCode Available	0
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction	May 25, 2016	Word EmbeddingsWord Similarity	—Unverified	0

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Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Context-to-Vector	Spearman's Rho	78.9	—	Unverified
2	Bert2Vec	Spearman's Rho	72.8	—	Unverified
3	SkipGram	Spearman's Rho	61	—	Unverified