SOTAVerified

Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 378 papers

TitleStatusHype
An Unsupervised Approach for Mapping between Vector Spaces—0
Interpretable probabilistic embeddings: bridging the gap between topic models and neural networks—0
Learning Word Embeddings from Speech—0
Injecting Word Embeddings with Another Language's Resource : An Application of Bilingual Embeddings—0
Vertex-Context Sampling for Weighted Network Embedding—0
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding—0
Replicability Analysis for Natural Language Processing: Testing Significance with Multiple DatasetsCode0
Semantic Composition via Probabilistic Model Theory—0
Word Re-Embedding via Manifold Dimensionality Retention—0
Word Embeddings based on Fixed-Size Ordinally Forgetting Encoding—0
Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components—0
Dict2vec : Learning Word Embeddings using Lexical DictionariesCode0
Evaluation of word embeddings against cognitive processes: primed reaction times in lexical decision and naming tasks—0
Joint Unsupervised Learning of Semantic Representation of Words and Roles in Dependency Trees—0
Simple and Effective Dimensionality Reduction for Word EmbeddingsCode0
Spectral Graph-Based Method of Multimodal Word Embedding—0
Jmp8 at SemEval-2017 Task 2: A simple and general distributional approach to estimate word similarityCode0
L2F/INESC-ID at SemEval-2017 Tasks 1 and 2: Lexical and semantic features in word and textual similarity—0
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information—0
Learning Word Representations with Regularization from Prior Knowledge—0
HHU at SemEval-2017 Task 2: Fast Hash-Based Embeddings for Semantic Word Similarity Assessment—0
HCCL at SemEval-2017 Task 2: Combining Multilingual Word Embeddings and Transliteration Model for Semantic Similarity—0
Mahtab at SemEval-2017 Task 2: Combination of Corpus-based and Knowledge-based Methods to Measure Semantic Word Similarity—0
Wild Devs' at SemEval-2017 Task 2: Using Neural Networks to Discover Word Similarity—0
An Artificial Language Evaluation of Distributional Semantic Models—0
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Benchmark Results

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