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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 301–310 of 378 papers

Title	Date	Tasks	Status	Hype
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity	Oct 1, 2016	Machine TranslationSentence	CodeCode Available	0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement	Apr 1, 2017	Document ClassificationInformation Retrieval	CodeCode Available	0
Definition Frames: Using Definitions for Hybrid Concept Representations	Sep 10, 2019	Relation ExtractionWord Embeddings	CodeCode Available	0
Definition Modeling: Learning to define word embeddings in natural language	Dec 1, 2016	Word EmbeddingsWord Similarity	CodeCode Available	0
Density Matching for Bilingual Word Embedding	Apr 4, 2019	Bilingual Lexicon InductionWord Embeddings	CodeCode Available	0
Dict2vec : Learning Word Embeddings using Lexical Dictionaries	Sep 1, 2017	General ClassificationKnowledge Graphs	CodeCode Available	0
Spherical Text Embedding	Nov 4, 2019	ClusteringRiemannian optimization	CodeCode Available	0
Word Similarity Datasets for Thai: Construction and Evaluation	Apr 8, 2019	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	0
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity	Aug 1, 2017	Dimensionality ReductionSemantic Similarity	CodeCode Available	0
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets	Sep 27, 2017	Dependency ParsingGeneral Classification	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