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 301–325 of 378 papers

Title	Date	Tasks	Status
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word Similarity	Oct 1, 2016	Machine TranslationSentence	CodeCode Available
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content Measurement	Apr 1, 2017	Document ClassificationInformation Retrieval	CodeCode Available
Definition Frames: Using Definitions for Hybrid Concept Representations	Sep 10, 2019	Relation ExtractionWord Embeddings	CodeCode Available
Definition Modeling: Learning to define word embeddings in natural language	Dec 1, 2016	Word EmbeddingsWord Similarity	CodeCode Available
Density Matching for Bilingual Word Embedding	Apr 4, 2019	Bilingual Lexicon InductionWord Embeddings	CodeCode Available
Dict2vec : Learning Word Embeddings using Lexical Dictionaries	Sep 1, 2017	General ClassificationKnowledge Graphs	CodeCode Available
Spherical Text Embedding	Nov 4, 2019	ClusteringRiemannian optimization	CodeCode Available
Word Similarity Datasets for Thai: Construction and Evaluation	Apr 8, 2019	Semantic SimilaritySemantic Textual Similarity	CodeCode Available
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarity	Aug 1, 2017	Dimensionality ReductionSemantic Similarity	CodeCode Available
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple Datasets	Sep 27, 2017	Dependency ParsingGeneral Classification	CodeCode Available
COS960: A Chinese Word Similarity Dataset of 960 Word Pairs	Jun 1, 2019	POSWord Similarity	CodeCode Available
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and Relatedness	Aug 1, 2018	Word EmbeddingsWord Similarity	CodeCode Available
Multiplex Word Embeddings for Selectional Preference Acquisition	Jan 9, 2020	Word EmbeddingsWord Similarity	CodeCode Available
MultiSeg: Parallel Data and Subword Information for Learning Bilingual Embeddings in Low Resource Scenarios	May 1, 2020	Cross-Lingual Word EmbeddingsTranslation	CodeCode Available
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical Meaning	Jul 24, 2020	Word Similarity	CodeCode Available
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word Representations	Aug 30, 2021	SentenceWord Similarity	CodeCode Available
Multi-sense embeddings through a word sense disambiguation process	Jan 21, 2021	Natural Language UnderstandingWord Embeddings	CodeCode Available
Bridging Languages through Images with Deep Partial Canonical Correlation Analysis	Jul 1, 2018	Image DescriptionImage Retrieval	CodeCode Available
Language with Vision: a Study on Grounded Word and Sentence Embeddings	Jun 17, 2022	SentenceSentence Embeddings	CodeCode Available
VAST: The Valence-Assessing Semantics Test for Contextualizing Language Models	Mar 14, 2022	Word EmbeddingsWord Similarity	CodeCode Available
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base Pairs	Oct 6, 2020	Word EmbeddingsWord Similarity	CodeCode Available
TurkishDelightNLP: A Neural Turkish NLP Toolkit	Jul 1, 2022	Dependency ParsingMorphological Tagging	CodeCode Available
BCWS: Bilingual Contextual Word Similarity	Oct 21, 2018	Word Similarity	CodeCode Available
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language Models	Nov 1, 2020	Language ModelingLanguage Modelling	CodeCode Available
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External Memory	Jun 3, 2016	Word Similarity	CodeCode Available

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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