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 26–50 of 378 papers

Title	Date	Tasks	Status	Score
FRAGE: Frequency-Agnostic Word Representation	Sep 18, 2018	Language ModelingLanguage Modelling	CodeCode Available	5
Evaluating Word Embeddings with Categorical Modularity	Jun 2, 2021	Bilingual Lexicon InductionSentiment Analysis	CodeCode Available	5
Enriching Word Vectors with Subword Information	Jul 15, 2016	Word EmbeddingsWord Similarity	CodeCode Available	5
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word Embeddings	Aug 11, 2020	Sentiment AnalysisSentiment Classification	CodeCode Available	5
GenSense: A Generalized Sense Retrofitting Model	Aug 1, 2018	modelSemantic Similarity	CodeCode Available	5
Examining Gender Bias in Languages with Grammatical Gender	Sep 5, 2019	TranslationWord Embeddings	CodeCode Available	5
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical Study	Apr 11, 2019	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	5
How does BERT capture semantics? A closer look at polysemous words	Nov 1, 2020	Semanticity predictionSemantic Similarity	CodeCode Available	5
A Systematic Study of Leveraging Subword Information for Learning Word Representations	Apr 16, 2019	Dependency ParsingEntity Typing	CodeCode Available	5
Definition Modeling: Learning to define word embeddings in natural language	Dec 1, 2016	Word EmbeddingsWord Similarity	CodeCode Available	5
Density Matching for Bilingual Word Embedding	Apr 4, 2019	Bilingual Lexicon InductionWord Embeddings	CodeCode Available	5
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity	Oct 1, 2016	Machine TranslationSentence	CodeCode Available	5
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with Subwords	Feb 3, 2021	Automatic Speech RecognitionAutomatic Speech Recognition (ASR)	CodeCode Available	5
All-but-the-Top: Simple and Effective Postprocessing for Word Representations	Feb 5, 2017	AllGeneral Classification	CodeCode Available	5
Construction of a Japanese Word Similarity Dataset	Mar 17, 2017	Word Similarity	CodeCode Available	5
Co-occurrences using Fasttext embeddings for word similarity tasks in Urdu	Feb 22, 2021	Word EmbeddingsWord Similarity	CodeCode Available	5
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context	Dec 11, 2019	Word EmbeddingsWord Sense Disambiguation	CodeCode Available	5
Definition Frames: Using Definitions for Hybrid Concept Representations	Sep 10, 2019	Relation ExtractionWord Embeddings	CodeCode Available	5
A Simple Approach to Learn Polysemous Word Embeddings	Jul 6, 2017	Relevance DetectionRepresentation Learning	CodeCode Available	5
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory	Jun 3, 2016	Word Similarity	CodeCode Available	5
Dict2vec : Learning Word Embeddings using Lexical Dictionaries	Sep 1, 2017	General ClassificationKnowledge Graphs	CodeCode Available	5
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models	Nov 1, 2020	Language ModelingLanguage Modelling	CodeCode Available	5
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings	Jan 17, 2020	Cross-Lingual TransferPOS	CodeCode Available	5
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity Matrices	Jan 16, 2025	Word EmbeddingsWord Similarity	CodeCode Available	5
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph Modularity	Jun 5, 2019	Cross-Lingual Word EmbeddingsWord Embeddings	CodeCode Available	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