SOTAVerified

Word Similarity

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

Papers

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Showing 201–225 of 378 papers

TitleStatusHype
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric ApproachCode0
Unsupervised Multilingual Word EmbeddingsCode0
Features of word similarity—0
Expansional Retrofitting for Word Vector Enrichment—0
Gaussian Word Embedding with a Wasserstein Distance Loss—0
SeVeN: Augmenting Word Embeddings with Unsupervised Relation VectorsCode0
Angular-Based Word Meta-Embedding Learning—0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based GraphCode0
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and RelatednessCode0
Learning to Generate Word Representations using Subword Information—0
GenSense: A Generalized Sense Retrofitting ModelCode0
Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks—0
Training Neural Machine Translation using Word Embedding-based Loss—0
Imparting Interpretability to Word Embeddings while Preserving Semantic StructureCode0
Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition—0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Subword-level Word Vector Representations for KoreanCode0
Bridging Languages through Images with Deep Partial Canonical Correlation AnalysisCode0
Explicit Retrofitting of Distributional Word Vectors—0
GNEG: Graph-Based Negative Sampling for word2vec—0
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search—0
Probabilistic FastText for Multi-Sense Word EmbeddingsCode1
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings—0
Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association—0
Pruning Basic Elements for Better Automatic Evaluation of Summaries—0
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Benchmark Results

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