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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 351–360 of 378 papers

Title	Date	Tasks	Status	Hype
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information Preserving	Dec 9, 2021	Causal InferenceWord Embeddings	CodeCode Available	0
Text classification with word embedding regularization and soft similarity measure	Mar 10, 2020	ClassificationDocument Classification	CodeCode Available	0
Word2Bits - Quantized Word Vectors	Mar 15, 2018	QuantizationQuestion Answering	CodeCode Available	0
SemGloVe: Semantic Co-occurrences for GloVe from BERT	Dec 30, 2020	Language ModelingLanguage Modelling	CodeCode Available	0
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices	Jan 16, 2025	Word EmbeddingsWord Similarity	CodeCode Available	0
HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis	Feb 8, 2022	Language ModelingLanguage Modelling	CodeCode Available	0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based Graph	Aug 1, 2018	Information RetrievalMachine Translation	CodeCode Available	0
A Simple Approach to Learn Polysemous Word Embeddings	Jul 6, 2017	Relevance DetectionRepresentation Learning	CodeCode Available	0
How does BERT capture semantics? A closer look at polysemous words	Nov 1, 2020	Semanticity predictionSemantic Similarity	CodeCode Available	0
How to evaluate word embeddings? On importance of data efficiency and simple supervised tasks	Feb 7, 2017	Representation LearningTransfer Learning	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