SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–300 of 378 papers

TitleStatusHype
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information—0
Learning Geometric Word Meta-Embeddings—0
Learning Multi-Sense Word Distributions using Approximate Kullback-Leibler Divergence—0
Learning Numeral Embeddings—0
Learning Rare Word Representations using Semantic Bridging—0
Learning to Generate Word Representations using Subword Information—0
Learning Visual Features from Large Weakly Supervised Data—0
Learning word embeddings efficiently with noise-contrastive estimation—0
Learning Word Embeddings from Intrinsic and Extrinsic Views—0
Learning Word Embeddings from Speech—0
Learning Word Embeddings without Context Vectors—0
Learning Word Representations with Hierarchical Sparse Coding—0
Learning Word Representations with Regularization from Prior Knowledge—0
Learning Word Sense Embeddings from Word Sense Definitions—0
Learn Interpretable Word Embeddings Efficiently with von Mises-Fisher Distribution—0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning—0
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings—0
LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 2020—0
Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity—0
Manifold Learning-based Word Representation Refinement Incorporating Global and Local Information—0
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation—0
Medical Concept Embeddings via Labeled Background Corpora—0
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings—0
Memory, Show the Way: Memory Based Few Shot Word Representation Learning—0
MIXCD: System Description for Evaluating Chinese Word Similarity at SemEval-2012—0
Modeling Sentences in the Latent Space—0
Modeling Word Meaning in Context with Substitute Vectors—0
Modifications of Machine Translation Evaluation Metrics by Using Word Embeddings—0
Morphological Priors for Probabilistic Neural Word Embeddings—0
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings—0
Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction—0
MultiGBS: A multi-layer graph approach to biomedical summarization—0
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
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple DatasetsCode0
VCWE: Visual Character-Enhanced Word EmbeddingsCode0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Construction of a Japanese Word Similarity DatasetCode0
Co-occurrences using Fasttext embeddings for word similarity tasks in UrduCode0
RetroGAN: A Cyclic Post-Specialization System for Improving Out-of-Knowledge and Rare Word RepresentationsCode0
CoSimLex: A Resource for Evaluating Graded Word Similarity in ContextCode0
Subword-level Word Vector Representations for KoreanCode0
Integrating Semantic Knowledge into Lexical Embeddings Based on Information Content MeasurementCode0
Robustness and Reliability of Gender Bias Assessment in Word Embeddings: The Role of Base PairsCode0
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and RelatednessCode0
Dealing with Out-Of-Vocabulary Problem in Sentence Alignment Using Word SimilarityCode0
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarityCode0
Definition Frames: Using Definitions for Hybrid Concept RepresentationsCode0
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Benchmark Results

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