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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 371–378 of 378 papers

Title	Date	Tasks	Status	Hype
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity	Jun 5, 2019	Cross-Lingual Word EmbeddingsWord Embeddings	CodeCode Available	0
Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia	Aug 1, 2017	Semantic Textual SimilarityTask 2	CodeCode Available	0
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations	Jun 2, 2016	Word Similarity	CodeCode Available	0
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social Media	Nov 15, 2022	Cross-Lingual TransferTransfer Learning	CodeCode Available	0
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product Manifold	Jul 10, 2023	Graph EmbeddingGraph Learning	CodeCode Available	0
Unsupervised Multilingual Word Embeddings	Aug 27, 2018	Multilingual Word EmbeddingsTranslation	CodeCode Available	0
Simple and Effective Dimensionality Reduction for Word Embeddings	Aug 11, 2017	Dimensionality ReductionInformation Retrieval	CodeCode Available	0
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure	Nov 11, 2016	Word Similarity	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