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
Do We Need Neural Models to Explain Human Judgments of Acceptability?—0
Multi Sense Embeddings from Topic Models—0
Definition Frames: Using Definitions for Hybrid Concept RepresentationsCode0
Examining Gender Bias in Languages with Grammatical GenderCode0
A folksonomy-based approach for profiling human perception on word similarity—0
Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings—0
Evaluating Ways of Adapting Word Similarity—0
Learning Word Embeddings without Context Vectors—0
Improving Word Embeddings Using Kernel PCA—0
Synthetic, yet natural: Properties of WordNet random walk corpora and the impact of rare words on embedding performance—0
Word2Sense: Sparse Interpretable Word Embeddings—0
Making Fast Graph-based Algorithms with Graph Metric EmbeddingsCode0
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph ModularityCode0
Chinese Embedding via Stroke and Glyph Information: A Dual-channel View—0
SWOW-8500: Word Association task for Intrinsic Evaluation of Word EmbeddingsCode0
Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision—0
What just happened? Evaluating retrofitted distributional word vectors—0
COS960: A Chinese Word Similarity Dataset of 960 Word PairsCode0
A New Anchor Word Selection Method for the Separable Topic Discovery—0
On Learning Word Embeddings From Linguistically Augmented Text Corpora—0
A Systematic Study of Leveraging Subword Information for Learning Word RepresentationsCode0
Distributed representation of multi-sense words: A loss-driven approach—0
Cross-topic distributional semantic representations via unsupervised mappings—0
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical StudyCode0
Word Similarity Datasets for Thai: Construction and EvaluationCode0
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Benchmark Results

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