SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 126–150 of 378 papers

TitleStatusHype
Expansional Retrofitting for Word Vector Enrichment—0
Identity-sensitive Word Embedding through Heterogeneous Networks—0
Implanting Rational Knowledge into Distributed Representation at Morpheme Level—0
Charagram: Embedding Words and Sentences via Character n-grams—0
Fine-tuning Distributional Semantic Models for Closely-Related Languages—0
An Unsupervised Approach for Mapping between Vector Spaces—0
Ferryman at SemEval-2020 Task 3: Bert with TFIDF-Weighting for Predicting the Effect of Context in Word Similarity—0
Features of word similarity—0
Category Enhanced Word Embedding—0
Chinese Embedding via Stroke and Glyph Information: A Dual-channel View—0
Gaussian Word Embedding with a Wasserstein Distance Loss—0
A New Anchor Word Selection Method for the Separable Topic Discovery—0
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Embeddings and the Implications to Representation Learning—0
Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach—0
Citius at SemEval-2017 Task 2: Cross-Lingual Similarity from Comparable Corpora and Dependency-Based Contexts—0
GNEG: Graph-Based Negative Sampling for word2vec—0
hauWE: Hausa Words Embedding for Natural Language Processing—0
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity—0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph—0
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment—0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi—0
Community Detection in Political Twitter Networks using Nonnegative Matrix Factorization Methods—0
Hitachi at SemEval-2020 Task 3: Exploring the Representation Spaces of Transformers for Human Sense Word Similarity—0
FBK: Machine Translation Evaluation and Word Similarity metrics for Semantic Textual Similarity—0
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models—0
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Benchmark Results

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