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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 341–350 of 378 papers

Title	Date	Tasks	Status	Hype
Learning to Remove: Towards Isotropic Pre-trained BERT Embedding	Apr 12, 2021	Semantic Textual SimilarityWord Similarity	CodeCode Available	0
Semantic Word Clusters Using Signed Normalized Graph Cuts	Jan 20, 2016	ClusteringWord Similarity	CodeCode Available	0
FRAGE: Frequency-Agnostic Word Representation	Sep 18, 2018	Language ModelingLanguage Modelling	CodeCode Available	0
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study	Apr 11, 2019	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	0
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings	Aug 11, 2020	Sentiment AnalysisSentiment Classification	CodeCode Available	0
A Systematic Study of Leveraging Subword Information for Learning Word Representations	Apr 16, 2019	Dependency ParsingEntity Typing	CodeCode Available	0
Generalizing Word Embeddings using Bag of Subwords	Sep 12, 2018	TAGWord Embeddings	CodeCode Available	0
Syntactic Interchangeability in Word Embedding Models	Apr 1, 2019	POSvalid	CodeCode Available	0
GenSense: A Generalized Sense Retrofitting Model	Aug 1, 2018	modelSemantic Similarity	CodeCode Available	0
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical Resources	May 8, 2018	Dialogue State TrackingText Simplification	CodeCode Available	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