SOTAVerified

Word Similarity

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

Papers

Showing 251300 of 378 papers

TitleStatusHype
Learning Numeral Embeddings0
Learning Rare Word Representations using Semantic Bridging0
Learning to Generate Word Representations using Subword Information0
Learning Visual Features from Large Weakly Supervised Data0
Learning word embeddings efficiently with noise-contrastive estimation0
Learning Word Embeddings from Intrinsic and Extrinsic Views0
Learning Word Embeddings from Speech0
Learning Word Embeddings without Context Vectors0
Learning Word Representations with Hierarchical Sparse Coding0
Learning Word Representations with Regularization from Prior Knowledge0
Learning Word Sense Embeddings from Word Sense Definitions0
Learn Interpretable Word Embeddings Efficiently with von Mises-Fisher Distribution0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning0
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings0
LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 20200
Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity0
Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information0
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation0
Medical Concept Embeddings via Labeled Background Corpora0
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings0
Memory, Show the Way: Memory Based Few Shot Word Representation Learning0
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-20120
Modeling Sentences in the Latent Space0
Modeling Word Meaning in Context with Substitute Vectors0
Modifications of Machine Translation Evaluation Metrics by Using Word Embeddings0
Morphological Priors for Probabilistic Neural Word Embeddings0
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings0
Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction0
MultiGBS: A multi-layer graph approach to biomedical summarization0
Multimodal Skip-gram Using Convolutional Pseudowords0
Multi Sense Embeddings from Topic Models0
Multi-Stage Framework with Refinement based Point Set Registration for Unsupervised Bi-Lingual Word Alignment0
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment0
Multi-view Recurrent Neural Acoustic Word Embeddings0
NASARI: a Novel Approach to a Semantically-Aware Representation of Items0
CLUSE: Cross-Lingual Unsupervised Sense EmbeddingsCode0
Calculating the similarity between words and sentences using a lexical database and corpus statisticsCode0
BRUMS at SemEval-2020 Task 3: Contextualised Embeddings for Predicting the (Graded) Effect of Context in Word SimilarityCode0
Confusion2vec 2.0: Enriching Ambiguous Spoken Language Representations with SubwordsCode0
Improving Sparse Word Representations with Distributional Inference for Semantic CompositionCode0
Metrology for AI: From Benchmarks to InstrumentsCode0
Skip-gram word embeddings in hyperbolic spaceCode0
Construction of a Japanese Word Similarity DatasetCode0
Co-occurrences using Fasttext embeddings for word similarity tasks in UrduCode0
Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm DiscountingCode0
CoSimLex: A Resource for Evaluating Graded Word Similarity in ContextCode0
A Likelihood Ratio Test of Genetic Relationship among LanguagesCode0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
WordRank: Learning Word Embeddings via Robust RankingCode0
All-but-the-Top: Simple and Effective Postprocessing for Word RepresentationsCode0
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Benchmark Results

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