SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 326–350 of 378 papers

TitleStatusHype
Enhancing Word Embeddings with Knowledge Extracted from Lexical ResourcesCode0
Enriching Word Vectors with Subword InformationCode0
Learning Crosslingual Word Embeddings without Bilingual CorporaCode0
Evaluating Word Embeddings with Categorical ModularityCode0
Subword-level Word Vector Representations for KoreanCode0
Learning Lexical Subspaces in a Distributional Vector SpaceCode0
Learning Meta-Embeddings by Using Ensembles of Embedding SetsCode0
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric ApproachCode0
Examining Gender Bias in Languages with Grammatical GenderCode0
VCWE: Visual Character-Enhanced Word EmbeddingsCode0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
Word Embeddings for Entity-annotated TextsCode0
Extrofitting: Enriching Word Representation and its Vector Space with Semantic LexiconsCode0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Unsupervised Cross-lingual Transfer of Word Embedding SpacesCode0
Learning to Remove: Towards Isotropic Pre-trained BERT EmbeddingCode0
Semantic Word Clusters Using Signed Normalized Graph CutsCode0
FRAGE: Frequency-Agnostic Word RepresentationCode0
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical StudyCode0
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word EmbeddingsCode0
A Systematic Study of Leveraging Subword Information for Learning Word RepresentationsCode0
Generalizing Word Embeddings using Bag of SubwordsCode0
Syntactic Interchangeability in Word Embedding ModelsCode0
GenSense: A Generalized Sense Retrofitting ModelCode0
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical ResourcesCode0
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Benchmark Results

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