SOTAVerified

Word Similarity

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

Papers

Showing 351378 of 378 papers

TitleStatusHype
Automatic cognate identification with gap-weighted string subsequences.0
Modeling Word Meaning in Context with Substitute Vectors0
Efficient Non-parametric Estimation of Multiple Embeddings per Word in Vector Space0
Improving Distributional Similarity with Lessons Learned from Word Embeddings0
Embedding Word Similarity with Neural Machine Translation0
Rehabilitation of Count-based Models for Word Vector Representations0
Neural Word Embedding as Implicit Matrix Factorization0
Improving Word Alignment using Word Similarity0
KNET: A General Framework for Learning Word Embedding using Morphological Knowledge0
A Multiplicative Model for Learning Distributed Text-Based Attribute Representations0
Learning Word Representations with Hierarchical Sparse Coding0
Using Ellipsis Detection and Word Similarity for Transformation of Spoken Language into Grammatically Valid Sentences0
Improving sparse word similarity models with asymmetric measures0
Semantic Frame Identification with Distributed Word Representations0
Latent Semantic Analysis Models on Wikipedia and TASA0
TVD: A Reproducible and Multiply Aligned TV Series Dataset0
Text Relatedness Based on a Word Thesaurus0
Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence0
Learning word embeddings efficiently with noise-contrastive estimation0
Word similarity using constructions as contextual features0
An Approach of Hybrid Hierarchical Structure for Word Similarity Computing by HowNet0
Walk-based Computation of Contextual Word Similarity0
SemEval-2012 Task 4: Evaluating Chinese Word Similarity0
FBK: Machine Translation Evaluation and Word Similarity metrics for Semantic Textual Similarity0
Modeling Sentences in the Latent Space0
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-20120
A Comparison of Greedy and Optimal Assessment of Natural Language Student Input Using Word-to-Word Similarity Metrics0
PHACTS about activation-based word similarity effects0
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Benchmark Results

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