SOTAVerified

Word Similarity

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

Papers

Showing 150 of 378 papers

TitleStatusHype
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational KnowledgeCode2
An Ensemble Method to Produce High-Quality Word Embeddings (2016)Code2
Efficient Estimation of Word Representations in Vector SpaceCode2
Visual Grounding Helps Learn Word Meanings in Low-Data RegimesCode1
SanskritShala: A Neural Sanskrit NLP Toolkit with Web-Based Interface for Pedagogical and Annotation PurposesCode1
Improving Bilingual Lexicon Induction with Cross-Encoder RerankingCode1
Using Context-to-Vector with Graph Retrofitting to Improve Word EmbeddingsCode1
Homophone Reveals the Truth: A Reality Check for Speech2VecCode1
Word2Box: Capturing Set-Theoretic Semantics of Words using Box EmbeddingsCode1
Gender and Representation Bias in GPT-3 Generated StoriesCode1
Can a Fruit Fly Learn Word Embeddings?Code1
Conception: Multilingually-Enhanced, Human-Readable Concept Vector RepresentationsCode1
Learning Numeral EmbeddingCode1
PBoS: Probabilistic Bag-of-Subwords for Generalizing Word EmbeddingCode1
Embedding Words in Non-Vector Space with Unsupervised Graph LearningCode1
LSBert: A Simple Framework for Lexical SimplificationCode1
Word Rotator's DistanceCode1
Probabilistic FastText for Multi-Sense Word EmbeddingsCode1
Speech2Vec: A Sequence-to-Sequence Framework for Learning Word Embeddings from SpeechCode1
Multimodal Word DistributionsCode1
Compositional Morphology for Word Representations and Language ModellingCode1
Marine Saliency Segmenter: Object-Focused Conditional Diffusion with Region-Level Semantic Knowledge Distillation0
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity MatricesCode0
Using Images to Find Context-Independent Word Representations in Vector Space0
QEQR: An Exploration of Query Expansion Methods for Question Retrieval in CQA Services0
Predicting the Target Word of Game-playing Conversations using a Low-Rank Dialect Adapter for Decoder Models0
Comparison between the Structures of Word Co-occurrence and Word Similarity Networks for Ill-formed and Well-formed Texts in Taiwan Mandarin0
Predicting Word Similarity in Context with Referential Translation Machines0
Thesis: Document Summarization with applications to Keyword extraction and Image Retrieval0
LGDE: Local Graph-based Dictionary ExpansionCode0
A Likelihood Ratio Test of Genetic Relationship among LanguagesCode0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
Improving Heterogeneous Graph Learning with Weighted Mixed-Curvature Product ManifoldCode0
Leveraging multilingual transfer for unsupervised semantic acoustic word embeddings0
Quantitative dynamics of design thinking and creativity perspectives in company context0
Solving Cosine Similarity Underestimation between High Frequency Words by L2 Norm DiscountingCode0
Word Sense Induction with Knowledge Distillation from BERT0
Bridging Natural Language Processing and Psycholinguistics: computationally grounded semantic similarity datasets for Basque and Spanish0
Topic Modeling in Density Functional Theory on Citations of Condensed Matter Electronic Structure Packages0
Domain Mismatch Doesn't Always Prevent Cross-Lingual Transfer Learning0
SexWEs: Domain-Aware Word Embeddings via Cross-lingual Semantic Specialisation for Chinese Sexism Detection in Social MediaCode0
HG2Vec: Improved Word Embeddings from Dictionary and Thesaurus Based Heterogeneous Graph0
Multi-Stage Framework with Refinement Based Point Set Registration for Unsupervised Bi-Lingual Word Alignment0
Evaluation of taxonomic and neural embedding methods for calculating semantic similarity0
Visual Grounding of Inter-lingual Word-Embeddings0
Massively Multilingual Lexical Specialization of Multilingual Transformers0
TurkishDelightNLP: A Neural Turkish NLP ToolkitCode0
Subword-based Cross-lingual Transfer of Embeddings from Hindi to Marathi and Nepali0
Language with Vision: a Study on Grounded Word and Sentence EmbeddingsCode0
HindiWSD: A package for word sense disambiguation in Hinglish & Hindi0
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Benchmark Results

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