SOTAVerified

Word Similarity

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

Papers

Showing 2650 of 378 papers

TitleStatusHype
An Approach of Hybrid Hierarchical Structure for Word Similarity Computing by HowNet0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages0
A Comparison of Word Similarity Performance Using Explanatory and Non-explanatory Texts0
Aff2Vec: Affect--Enriched Distributional Word Representations0
Angular-Based Word Meta-Embedding Learning0
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?0
A Differentiable Self-disambiguated Sense Embedding Model via Scaled Gumbel Softmax0
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?0
Card-660: Cambridge Rare Word Dataset - a Reliable Benchmark for Infrequent Word Representation Models0
Charagram: Embedding Words and Sentences via Character n-grams0
Bilingual Embeddings with Random Walks over Multilingual Wordnets0
A Deeper Look into Dependency-Based Word Embeddings0
Bio-inspired Structure Identification in Language Embeddings0
A Self-Boosting Framework for Automated Radiographic Report Generation0
A Rule-based/BPSO Approach to Produce Low-dimensional Semantic Basis Vectors Set0
A Locally Linear Procedure for Word Translation0
Are Word Embedding Methods Stable and Should We Care About It?0
A Simple Approach to Learning Unsupervised Multilingual Embeddings0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations0
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert0
Attention Word Embedding0
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes0
Automatic cognate identification with gap-weighted string subsequences.0
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations0
A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings0
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Benchmark Results

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