SOTAVerified

Word Similarity

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

Papers

Showing 5175 of 378 papers

TitleStatusHype
BabelEnconding at SemEval-2020 Task 3: Contextual Similarity as a Combination of Multilingualism and Language Models0
Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence0
Balancing the composition of word embeddings across heterogenous data sets0
An Artificial Language Evaluation of Distributional Semantic Models0
Bilingual Embeddings with Random Walks over Multilingual Wordnets0
Bio-inspired Structure Identification in Language Embeddings0
Are Word Embedding Methods Stable and Should We Care About It?0
Bridging Natural Language Processing and Psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish0
Aff2Vec: Affect--Enriched Distributional Word Representations0
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding0
A Retrofitting Model for Incorporating Semantic Relations into Word Embeddings0
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?0
Additive Compositionality of Word Vectors0
A Comparison of the Word Similarity Measurement in English-Arabic Translation Memory Segment Retrieval Including an Inflectional Affix Intervention0
Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition0
Component-Enhanced Chinese Character Embeddings0
A critique of word similarity as a method for evaluating distributional semantic models0
A Framework for the Construction of Monolingual and Cross-lingual Word Similarity Datasets0
Coming to Your Senses: on Controls and Evaluation Sets in Polysemy Research0
A Quadratic 0-1 Programming Approach for Word Sense Disambiguation0
A Comparison of Greedy and Optimal Assessment of Natural Language Student Input Using Word-to-Word Similarity Metrics0
Comparison between the Structures of Word Co-occurrence and Word Similarity Networks for Ill-formed and Well-formed Texts in Taiwan Mandarin0
Community Detection in Political Twitter Networks using Nonnegative Matrix Factorization Methods0
Comparing in context: Improving cosine similarity measures with a metric tensor0
CitiusNLP at SemEval-2020 Task 3: Comparing Two Approaches for Word Vector Contextualization0
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Benchmark Results

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