SOTAVerified

Word Similarity

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

Papers

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Showing 151–175 of 378 papers

TitleStatusHype
Metrology for AI: From Benchmarks to InstrumentsCode0
Spherical Text EmbeddingCode0
Additive Compositionality of Word Vectors—0
Cross-lingual Semantic Specialization via Lexical Relation Induction—0
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation—0
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings—0
Learn Interpretable Word Embeddings Efficiently with von Mises-Fisher Distribution—0
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
Evaluating Ways of Adapting Word Similarity—0
Improving Word Embeddings Using Kernel PCA—0
Constrained Sequence-to-sequence Semitic Root Extraction for Enriching Word Embeddings—0
Learning Word Embeddings without Context Vectors—0
Word2Sense: Sparse Interpretable Word Embeddings—0
Synthetic, yet natural: Properties of WordNet random walk corpora and the impact of rare words on embedding performance—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
What just happened? Evaluating retrofitted distributional word vectors—0
Learning Bilingual Sentiment-Specific Word Embeddings without Cross-lingual Supervision—0
COS960: A Chinese Word Similarity Dataset of 960 Word PairsCode0
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Benchmark Results

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