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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 281–290 of 378 papers

Title	Date	Tasks	Status	Hype
Improved Word Representation Learning with Sememes	Jul 1, 2017	Common Sense ReasoningLanguage Modeling	CodeCode Available	0
Semantic Word Clusters Using Signed Spectral Clustering	Jul 1, 2017	ClusteringGraph Clustering	—Unverified	0
Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning	May 31, 2017	Word Similarity	CodeCode Available	0
Neural Embeddings of Graphs in Hyperbolic Space	May 29, 2017	Word Similarity	—Unverified	0
Multimodal Word Distributions	Apr 27, 2017	Word EmbeddingsWord Similarity	CodeCode Available	1
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge	Apr 11, 2017	General KnowledgeMultilingual Word Embeddings	CodeCode Available	2
Word Similarity Datasets for Indian Languages: Annotation and Baseline Systems	Apr 1, 2017	Dependency ParsingMachine Translation	—Unverified	0
Reranking Translation Candidates Produced by Several Bilingual Word Similarity Sources	Apr 1, 2017	Bilingual Lexicon InductionReranking	—Unverified	0
Predicting Emotional Word Ratings using Distributional Representations and Signed Clustering	Apr 1, 2017	ClusteringPosition	—Unverified	0
Cross-Lingual Syntactically Informed Distributed Word Representations	Apr 1, 2017	Bilingual Lexicon InductionEntity Linking	—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