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Word Similarity

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

Papers

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Showing 201–250 of 378 papers

TitleStatusHype
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric ApproachCode0
Unsupervised Multilingual Word EmbeddingsCode0
Features of word similarity—0
Expansional Retrofitting for Word Vector Enrichment—0
Gaussian Word Embedding with a Wasserstein Distance Loss—0
SeVeN: Augmenting Word Embeddings with Unsupervised Relation VectorsCode0
Angular-Based Word Meta-Embedding Learning—0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based GraphCode0
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and RelatednessCode0
Learning to Generate Word Representations using Subword Information—0
GenSense: A Generalized Sense Retrofitting ModelCode0
Transferred Embeddings for Igbo Similarity, Analogy, and Diacritic Restoration Tasks—0
Training Neural Machine Translation using Word Embedding-based Loss—0
Imparting Interpretability to Word Embeddings while Preserving Semantic StructureCode0
Constructing a Word Similarity Graph from Vector based Word Representation for Named Entity Recognition—0
Incorporating Latent Meanings of Morphological Compositions to Enhance Word EmbeddingsCode0
Subword-level Word Vector Representations for KoreanCode0
Bridging Languages through Images with Deep Partial Canonical Correlation AnalysisCode0
Explicit Retrofitting of Distributional Word Vectors—0
GNEG: Graph-Based Negative Sampling for word2vec—0
Illustrative Language Understanding: Large-Scale Visual Grounding with Image Search—0
Probabilistic FastText for Multi-Sense Word EmbeddingsCode1
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings—0
Wolves at SemEval-2018 Task 10: Semantic Discrimination based on Knowledge and Association—0
Pruning Basic Elements for Better Automatic Evaluation of Summaries—0
Querying Word Embeddings for Similarity and Relatedness—0
Directional Skip-Gram: Explicitly Distinguishing Left and Right Context for Word Embeddings—0
Legal Document Retrieval using Document Vector Embeddings and Deep Learning—0
Adversarial Training of Word2Vec for Basket Completion—0
Aff2Vec: Affect--Enriched Distributional Word Representations—0
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical ResourcesCode0
Can Eye Movement Data Be Used As Ground Truth For Word Embeddings Evaluation?—0
Bilingual Embeddings with Random Walks over Multilingual Wordnets—0
Extrofitting: Enriching Word Representation and its Vector Space with Semantic LexiconsCode0
A Deeper Look into Dependency-Based Word Embeddings—0
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from SpeechCode1
Word2Bits - Quantized Word VectorsCode0
Understanding and Improving Multi-Sense Word Embeddings via Extended Robust Principal Component Analysis—0
Can Network Embedding of Distributional Thesaurus be Combined with Word Vectors for Better Representation?—0
Calculating the similarity between words and sentences using a lexical database and corpus statisticsCode0
Embedding Learning Through Multilingual Concept Induction—0
Unsupervised Low-Dimensional Vector Representations for Words, Phrases and Text that are Transparent, Scalable, and produce Similarity Metrics that are Complementary to Neural Embeddings—0
Towards Building Affect sensitive Word Distributions—0
Hybed: Hyperbolic Neural Graph Embedding—0
Unsupervised Morphological Expansion of Small Datasets for Improving Word Embeddings—0
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
A Computational Study on Word Meanings and Their Distributed Representations via Polymodal Embedding—0
Injecting Word Embeddings with Another Language's Resource : An Application of Bilingual Embeddings—0
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Benchmark Results

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