SOTAVerified

Word Similarity

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

Papers

Showing 126150 of 378 papers

TitleStatusHype
LMU Bilingual Dictionary Induction System with Word Surface Similarity Scores for BUCC 20200
Word Rotator's DistanceCode1
BURT: BERT-inspired Universal Representation from Twin Structure0
Learning Geometric Word Meta-Embeddings0
A Simple Approach to Learning Unsupervised Multilingual Embeddings0
Text classification with word embedding regularization and soft similarity measureCode0
Language-Independent Tokenisation Rivals Language-Specific Tokenisation for Word Similarity Prediction0
Multi-Fusion Chinese WordNet (MCW) : Compound of Machine Learning and Manual Correction0
A Common Semantic Space for Monolingual and Cross-Lingual Meta-EmbeddingsCode0
Balancing the composition of word embeddings across heterogenous data sets0
Multiplex Word Embeddings for Selectional Preference AcquisitionCode0
Learning Lexical Subspaces in a Distributional Vector SpaceCode0
Learning Numeral Embeddings0
CoSimLex: A Resource for Evaluating Graded Word Similarity in ContextCode0
DRCoVe: An Augmented Word Representation Approach using Distributional and Relational Context0
hauWE: Hausa Words Embedding for Natural Language Processing0
Learning Multi-Sense Word Distributions using Approximate Kullback-Leibler Divergence0
Word Sense Disambiguation using Knowledge-based Word Similarity0
Metrology for AI: From Benchmarks to InstrumentsCode0
Spherical Text EmbeddingCode0
Investigating Cross-Lingual Alignment Methods for Contextualized Embeddings with Token-Level Evaluation0
Cross-lingual Semantic Specialization via Lexical Relation Induction0
Additive Compositionality of Word Vectors0
Meemi: A Simple Method for Post-processing and Integrating Cross-lingual Word Embeddings0
Learn Interpretable Word Embeddings Efficiently with von Mises-Fisher Distribution0
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Benchmark Results

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