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 101–125 of 378 papers

Title	Date	Tasks	Status	Score
SemGloVe: Semantic Co-occurrences for GloVe from BERT	Dec 30, 2020	Language ModelingLanguage Modelling	CodeCode Available	5
Sentence Alignment with Parallel Documents Facilitates Biomedical Machine Translation	Apr 17, 2021	ArticlesMachine Translation	CodeCode Available	5
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector Specialization	Sep 11, 2018	Cross-Lingual Transferdialog state tracking	CodeCode Available	5
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social Media	Nov 15, 2022	Cross-Lingual TransferTransfer Learning	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
Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm Discounting	May 17, 2023	Word Similarity	CodeCode Available	5
Subword-level Word Vector Representations for Korean	Jul 1, 2018	Document ClassificationLanguage Modeling	CodeCode Available	5
SWOW-8500: Word Association task for Intrinsic Evaluation of Word Embeddings	Jun 1, 2019	General ClassificationNatural Language Inference	CodeCode Available	5
Examining Gender Bias in Languages with Grammatical Gender	Sep 5, 2019	TranslationWord Embeddings	CodeCode Available	5
BCWS: Bilingual Contextual Word Similarity	Oct 21, 2018	Word Similarity	CodeCode Available	5
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness	Aug 1, 2018	Word EmbeddingsWord Similarity	CodeCode Available	5
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons	Apr 21, 2018	Word Similarity	CodeCode Available	5
Improved Biomedical Word Embeddings in the Transformer Era	Dec 22, 2020	SentenceWord Embeddings	CodeCode Available	5
Language with Vision: a Study on Grounded Word and Sentence Embeddings	Jun 17, 2022	SentenceSentence Embeddings	CodeCode Available	5
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations	Aug 30, 2021	SentenceWord 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
Enhancing Word Embeddings with Knowledge Extracted from Lexical Resources	May 20, 2020	dialog state trackingWord Embeddings	CodeCode Available	5
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?	Apr 23, 2018	Embeddings EvaluationSentence	—Unverified	0
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks	Sep 1, 2017	Word EmbeddingsWord Similarity	—Unverified	0
Angular-Based Word Meta-Embedding Learning	Aug 13, 2018	Meta-LearningWord Embeddings	—Unverified	0
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity	Sep 30, 2022	Semantic SimilaritySemantic Textual Similarity	—Unverified	0
Evaluation of Morphological Embeddings for English and Russian Languages	Mar 11, 2021	Language ModelingLanguage Modelling	—Unverified	0
Evaluating Ways of Adapting Word Similarity	Aug 1, 2019	Word Similarity	—Unverified	0
EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs	May 1, 2016	RelationWord Similarity	—Unverified	0
Aff2Vec: Affect--Enriched Distributional Word Representations	May 21, 2018	Natural Language UnderstandingSentiment Analysis	—Unverified	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