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Word Similarity

Calculate a numerical score for the semantic similarity between two words.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 378 papers

TitleStatusHype
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational KnowledgeCode2
Efficient Estimation of Word Representations in Vector SpaceCode2
An Ensemble Method to Produce High-Quality Word Embeddings (2016)Code2
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from SpeechCode1
Can a Fruit Fly Learn Word Embeddings?Code1
LSBert: A Simple Framework for Lexical SimplificationCode1
Probabilistic FastText for Multi-Sense Word EmbeddingsCode1
Gender and Representation Bias in GPT-3 Generated StoriesCode1
Word2Box: Capturing Set-Theoretic Semantics of Words using Box EmbeddingsCode1
Multimodal Word DistributionsCode1
Homophone Reveals the Truth: A Reality Check for Speech2VecCode1
Compositional Morphology for Word Representations and Language ModellingCode1
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation PurposesCode1
Improving Bilingual Lexicon Induction with Cross-Encoder RerankingCode1
Conception: Multilingually-Enhanced, Human-Readable Concept Vector RepresentationsCode1
Embedding Words in Non-Vector Space with Unsupervised Graph LearningCode1
Learning Numeral EmbeddingCode1
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word EmbeddingCode1
Visual Grounding Helps Learn Word Meanings in Low-Data RegimesCode1
Word Rotator's DistanceCode1
Using Context-to-Vector with Graph Retrofitting to Improve Word EmbeddingsCode1
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding—0
Adversarial Training of Word2Vec for Basket Completion—0
Category Enhanced Word Embedding—0
An Artificial Language Evaluation of Distributional Semantic Models—0
An Approach of Hybrid Hierarchical Structure for Word Similarity Computing by HowNet—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts—0
Aff2Vec: Affect--Enriched Distributional Word Representations—0
Angular-Based Word Meta-Embedding Learning—0
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?—0
A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax—0
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?—0
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models—0
Charagram: Embedding Words and Sentences via Character n-grams—0
Bilingual Embeddings with Random Walks over Multilingual Wordnets—0
A Deeper Look into Dependency-Based Word Embeddings—0
Bio-inspired Structure Identification in Language Embeddings—0
A Self-Boosting Framework for Automated Radiographic Report Generation—0
A Rule-based/BPSO Approach to Produce Low-dimensional Semantic Basis Vectors Set—0
A Locally Linear Procedure for Word Translation—0
Are Word Embedding Methods Stable and Should We Care About It?—0
A Simple Approach to Learning Unsupervised Multilingual Embeddings—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert—0
Attention Word Embedding—0
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes—0
Automatic cognate identification with gap-weighted string subsequences.—0
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations—0
A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context-to-VectorSpearman's Rho78.9—Unverified
2Bert2VecSpearman's Rho72.8—Unverified
3SkipGramSpearman's Rho61—Unverified