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 76–100 of 378 papers

Title	Date	Tasks	Status	Score
A Likelihood Ratio Test of Genetic Relationship among Languages	Mar 30, 2024	Word Similarity	CodeCode Available	5
Examining Gender Bias in Languages with Grammatical Gender	Sep 5, 2019	TranslationWord Embeddings	CodeCode Available	5
Evaluating Word Embeddings with Categorical Modularity	Jun 2, 2021	Bilingual Lexicon InductionSentiment Analysis	CodeCode Available	5
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons	Apr 21, 2018	Word Similarity	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
Improving Reliability of Word Similarity Evaluation by Redesigning Annotation Task and Performance Measure	Nov 11, 2016	Word Similarity	CodeCode Available	5
Improving Sparse Word Representations with Distributional Inference for Semantic Composition	Aug 24, 2016	Semantic CompositionWord Similarity	CodeCode Available	5
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity	Aug 1, 2017	Dimensionality ReductionSemantic Similarity	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
Learning Crosslingual Word Embeddings without Bilingual Corpora	Jun 30, 2016	Bilingual Lexicon InductionCross-Lingual Document Classification	CodeCode Available	5
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context	Dec 11, 2019	Word EmbeddingsWord Sense Disambiguation	CodeCode Available	5
Generalizing Word Embeddings using Bag of Subwords	Sep 12, 2018	TAGWord Embeddings	CodeCode Available	5
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory	Jun 3, 2016	Word Similarity	CodeCode Available	5
LGDE: Local Graph-based Dictionary Expansion	May 13, 2024	Community DetectionInformation Retrieval	CodeCode Available	5
A Systematic Study of Leveraging Subword Information for Learning Word Representations	Apr 16, 2019	Dependency ParsingEntity Typing	CodeCode Available	5
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity	Oct 1, 2016	Machine TranslationSentence	CodeCode Available	5
COS960: A Chinese Word Similarity Dataset of 960 Word Pairs	Jun 1, 2019	POSWord Similarity	CodeCode Available	5
Definition Frames: Using Definitions for Hybrid Concept Representations	Sep 10, 2019	Relation ExtractionWord Embeddings	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
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources	May 20, 2020	dialog state trackingWord Embeddings	CodeCode Available	5
A Common Semantic Space for Monolingual and Cross-Lingual Meta-Embeddings	Jan 17, 2020	Cross-Lingual TransferPOS	CodeCode Available	5
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness	Aug 1, 2018	Word EmbeddingsWord Similarity	CodeCode Available	5
Enriching Word Vectors with Subword Information	Jul 15, 2016	Word EmbeddingsWord Similarity	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