SOTAVerified

Word Similarity

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

Papers

Showing 201225 of 378 papers

TitleStatusHype
Generalizing Word Embeddings using Bag of SubwordsCode0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Unsupervised Cross-lingual Transfer of Word Embedding SpacesCode0
Affordance Extraction and Inference based on Semantic Role Labeling0
Skip-gram word embeddings in hyperbolic spaceCode0
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models0
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations0
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric ApproachCode0
Unsupervised Multilingual Word EmbeddingsCode0
Features of word similarity0
Expansional Retrofitting for Word Vector Enrichment0
Gaussian Word Embedding with a Wasserstein Distance Loss0
SeVeN: Augmenting Word Embeddings with Unsupervised Relation VectorsCode0
Angular-Based Word Meta-Embedding Learning0
GenSense: A Generalized Sense Retrofitting ModelCode0
Learning to Generate Word Representations using Subword Information0
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and RelatednessCode0
Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based GraphCode0
Training Neural Machine Translation using Word Embedding-based Loss0
Imparting Interpretability to Word Embeddings while Preserving Semantic StructureCode0
Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
GNEG: Graph-Based Negative Sampling for word2vec0
Bridging Languages through Images with Deep Partial Canonical Correlation AnalysisCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context-to-VectorSpearman's Rho78.9Unverified
2Bert2VecSpearman's Rho72.8Unverified
3SkipGramSpearman's Rho61Unverified