SOTAVerified

Word Similarity

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

Papers

Showing 201225 of 378 papers

TitleStatusHype
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity0
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks0
EVALution-MAN: A Chinese Dataset for the Training and Evaluation of DSMs0
Expansional Retrofitting for Word Vector Enrichment0
Explicit Retrofitting of Distributional Word Vectors0
Exploring Transformers for Ranking Portuguese Semantic Relations0
FBK: Machine Translation Evaluation and Word Similarity metrics for Semantic Textual Similarity0
Features of word similarity0
Ferryman at SemEval-2020 Task 3: Bert with TFIDF-Weighting for Predicting the Effect of Context in Word Similarity0
Fine-tuning Distributional Semantic Models for Closely-Related Languages0
Gaussian Word Embedding with a Wasserstein Distance Loss0
Generating Varied Training Corpora in Runyankore Using a Combined Semantic and Syntactic, Pattern-Grammar-based Approach0
GNEG: Graph-Based Negative Sampling for word2vec0
hauWE: Hausa Words Embedding for Natural Language Processing0
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph0
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi0
Hitachi at SemEval-2020 Task 3: Exploring the Representation Spaces of Transformers for Human Sense Word Similarity0
Hybed: Hyperbolic Neural Graph Embedding0
Identity-sensitive Word Embedding through Heterogeneous Networks0
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search0
Implanting Rational Knowledge into Distributed Representation at Morpheme Level0
Implicitly Incorporating Morphological Information into Word Embedding0
Improved Word Embeddings with Implicit Structure Information0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Context-to-VectorSpearman's Rho78.9Unverified
2Bert2VecSpearman's Rho72.8Unverified
3SkipGramSpearman's Rho61Unverified