SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 151–175 of 378 papers

TitleStatusHype
Massively Multilingual Lexical Specialization of Multilingual Transformers—0
Distributed representation of multi-sense words: A loss-driven approach—0
Dirichlet-Smoothed Word Embeddings for Low-Resource Settings—0
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations—0
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings—0
Automatic cognate identification with gap-weighted string subsequences.—0
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes—0
A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax—0
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts—0
Deep Multilingual Correlation for Improved Word Embeddings—0
Attention Word Embedding—0
Cross-topic distributional semantic representations via unsupervised mappings—0
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert—0
Cross-Lingual Syntactically Informed Distributed Word Representations—0
Cross-lingual Semantic Specialization via Lexical Relation Induction—0
Creation and Evaluation of Datasets for Distributional Semantics Tasks in the Digital Humanities Domain—0
A Simple Approach to Learning Unsupervised Multilingual Embeddings—0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations—0
A Deeper Look into Dependency-Based Word Embeddings—0
Improving Word Embeddings Using Kernel PCA—0
Improving Word Embeddings through Iterative Refinement of Word- and Character-level Models—0
Correlation-based Intrinsic Evaluation of Word Vector Representations—0
Improving Word Alignment using Word Similarity—0
Improving sparse word similarity models with asymmetric measures—0
A Self-Boosting Framework for Automated Radiographic Report Generation—0
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Benchmark Results

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