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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 1–10 of 378 papers

Title	Date	Tasks	Status	Hype	Score
An Ensemble Method to Produce High-Quality Word Embeddings (2016)	Apr 6, 2016	Vocal Bursts Intensity PredictionWord Embeddings	CodeCode Available	2	5
Efficient Estimation of Word Representations in Vector Space	Jan 16, 2013	Word Similarity	CodeCode Available	2	5
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational Knowledge	Apr 11, 2017	General KnowledgeMultilingual Word Embeddings	CodeCode Available	2	5
Homophone Reveals the Truth: A Reality Check for Speech2Vec	Sep 22, 2022	Word EmbeddingsWord Similarity	CodeCode Available	1	5
Gender and Representation Bias in GPT-3 Generated Stories	Jun 1, 2021	Word Similarity	CodeCode Available	1	5
Can a Fruit Fly Learn Word Embeddings?	Jan 18, 2021	Document ClassificationWord Embeddings	CodeCode Available	1	5
Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations	Dec 1, 2020	Word Sense DisambiguationWord Similarity	CodeCode Available	1	5
Compositional Morphology for Word Representations and Language Modelling	May 16, 2014	DecoderLanguage Modeling	CodeCode Available	1	5
Embedding Words in Non-Vector Space with Unsupervised Graph Learning	Oct 6, 2020	Graph LearningWord Embeddings	CodeCode Available	1	5
Improving Bilingual Lexicon Induction with Cross-Encoder Reranking	Oct 30, 2022	Bilingual Lexicon InductionCross Encoder Reranking	CodeCode Available	1	5

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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