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 51–75 of 378 papers

Title	Date	Tasks	Status	Score
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization	Sep 11, 2018	Cross-Lingual Transferdialog state tracking	CodeCode Available	5
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement	Apr 1, 2017	Document ClassificationInformation Retrieval	CodeCode Available	5
Language with Vision: a Study on Grounded Word and Sentence Embeddings	Jun 17, 2022	SentenceSentence Embeddings	CodeCode Available	5
BCWS: Bilingual Contextual Word Similarity	Oct 21, 2018	Word Similarity	CodeCode Available	5
HistBERT: A Pre-trained Language Model for Diachronic Lexical Semantic Analysis	Feb 8, 2022	Language ModelingLanguage Modelling	CodeCode Available	5
Improved Word Representation Learning with Sememes	Jul 1, 2017	Common Sense ReasoningLanguage Modeling	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
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis	Jul 1, 2018	Image DescriptionImage Retrieval	CodeCode Available	5
BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word Similarity	Oct 13, 2020	PositionWord Embeddings	CodeCode Available	5
Calculating the similarity between words and sentences using a lexical database and corpus statistics	Feb 15, 2018	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	5
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity	Feb 20, 2024	Semantic Textual SimilaritySentence	CodeCode Available	5
Making Fast Graph-based Algorithms with Graph Metric Embeddings	Jun 17, 2019	Semantic SimilaritySemantic Textual Similarity	CodeCode Available	5
A Likelihood Ratio Test of Genetic Relationship among Languages	Mar 30, 2024	Word Similarity	CodeCode Available	5
Enriching Word Vectors with Subword Information	Jul 15, 2016	Word EmbeddingsWord Similarity	CodeCode Available	5
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory	Jun 3, 2016	Word Similarity	CodeCode Available	5
Evaluating Word Embeddings with Categorical Modularity	Jun 2, 2021	Bilingual Lexicon InductionSentiment Analysis	CodeCode Available	5
Examining Gender Bias in Languages with Grammatical Gender	Sep 5, 2019	TranslationWord Embeddings	CodeCode Available	5
Definition Modeling: Learning to define word embeddings in natural language	Dec 1, 2016	Word EmbeddingsWord Similarity	CodeCode Available	5
Definition Frames: Using Definitions for Hybrid Concept Representations	Sep 10, 2019	Relation ExtractionWord Embeddings	CodeCode Available	5
Density Matching for Bilingual Word Embedding	Apr 4, 2019	Bilingual Lexicon InductionWord Embeddings	CodeCode Available	5
CLUSE: Cross-Lingual Unsupervised Sense Embeddings	Sep 15, 2018	Representation LearningWord Similarity	CodeCode Available	5
CoSimLex: A Resource for Evaluating Graded Word Similarity in Context	Dec 11, 2019	Word EmbeddingsWord Sense Disambiguation	CodeCode Available	5
Are distributional representations ready for the real world? Evaluating word vectors for grounded perceptual meaning	May 31, 2017	Word Similarity	CodeCode Available	5
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources	May 20, 2020	dialog state trackingWord Embeddings	CodeCode Available	5
Co-occurrences using Fasttext embeddings for word similarity tasks in Urdu	Feb 22, 2021	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