SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 101–125 of 378 papers

TitleStatusHype
How does BERT capture semantics? A closer look at polysemous wordsCode0
Learning Numeral EmbeddingCode1
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language ModelsCode0
Robust Backed-off Estimation of Out-of-Vocabulary Embeddings—0
Anchor-based Bilingual Word Embeddings for Low-Resource Languages—0
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word EmbeddingCode1
BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word SimilarityCode0
Embedding Words in Non-Vector Space with Unsupervised Graph LearningCode1
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base PairsCode0
Bio-inspired Structure Identification in Language Embeddings—0
MultiGBS: A multi-layer graph approach to biomedical summarization—0
BabelEnconding at SemEval-2020 Task 3: Contextual Similarity as a Combination of Multilingualism and Language Models—0
Word2vec Skip-gram Dimensionality Selection via Sequential Normalized Maximum Likelihood—0
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word EmbeddingsCode0
Word meaning in minds and machines—0
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical MeaningCode0
Principal Word Vectors—0
LSBert: A Simple Framework for Lexical SimplificationCode1
Dirichlet-Smoothed Word Embeddings for Low-Resource Settings—0
Attention Word Embedding—0
Enhancing Word Embeddings with Knowledge Extracted from Lexical ResourcesCode0
Sequential Sentence Matching Network for Multi-turn Response Selection in Retrieval-based Chatbots—0
An Accurate Model for Predicting the (Graded) Effect of Context in Word Similarity Based on Bert—0
MultiSeg: Parallel Data and Subword Information for Learning Bilingual Embeddings in Low Resource ScenariosCode0
Spatial Multi-Arrangement for Clustering and Multi-way Similarity Dataset Construction—0
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Benchmark Results

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