SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 176–200 of 378 papers

TitleStatusHype
Density Matching for Bilingual Word EmbeddingCode0
Syntactic Interchangeability in Word Embedding ModelsCode0
Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain—0
VCWE: Visual Character-Enhanced Word EmbeddingsCode0
Word Embeddings for Entity-annotated TextsCode0
Implanting Rational Knowledge into Distributed Representation at Morpheme Level—0
Unseen Word Representation by Aligning Heterogeneous Lexical Semantic Spaces—0
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities—0
BCWS: Bilingual Contextual Word SimilarityCode0
Streaming word similarity mining on the cheap—0
Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research—0
Quantifying Context Overlap for Training Word Embeddings—0
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images—0
Memory, Show the Way: Memory Based Few Shot Word Representation Learning—0
A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax—0
FRAGE: Frequency-Agnostic Word RepresentationCode0
Meta-Embedding as Auxiliary Task Regularization—0
CLUSE: Cross-Lingual Unsupervised Sense EmbeddingsCode0
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 Labeling—0
Skip-gram word embeddings in hyperbolic spaceCode0
WiC: the Word-in-Context Dataset for Evaluating Context-Sensitive Meaning Representations—0
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models—0
Show:102550
← PrevPage 8 of 16Next →

Benchmark Results

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