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Word Similarity

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

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 301–350 of 378 papers

TitleStatusHype
Definition Modeling: Learning to define word embeddings in natural languageCode0
Density Matching for Bilingual Word EmbeddingCode0
Dict2vec : Learning Word Embeddings using Lexical DictionariesCode0
Multiplex Word Embeddings for Selectional Preference AcquisitionCode0
MultiSeg: Parallel Data and Subword Information for Learning Bilingual Embeddings in Low Resource ScenariosCode0
MULTISEM at SemEval-2020 Task 3: Fine-tuning BERT for Lexical MeaningCode0
Word Embeddings for Entity-annotated TextsCode0
Multi-sense embeddings through a word sense disambiguation processCode0
Analysing Word Representation from the Input and Output Embeddings in Neural Network Language ModelsCode0
Adversarial Propagation and Zero-Shot Cross-Lingual Transfer of Word Vector SpecializationCode0
Seeing the advantage: visually grounding word embeddings to better capture human semantic knowledgeCode0
Language with Vision: a Study on Grounded Word and Sentence EmbeddingsCode0
SWOW-8500: Word Association task for Intrinsic Evaluation of Word EmbeddingsCode0
Unsupervised Cross-lingual Transfer of Word Embedding SpacesCode0
Bridging Languages through Images with Deep Partial Canonical Correlation AnalysisCode0
Syntactic Interchangeability in Word Embedding ModelsCode0
Semantic Word Clusters Using Signed Normalized Graph CutsCode0
Learning Crosslingual Word Embeddings without Bilingual CorporaCode0
Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic Information PreservingCode0
BCWS: Bilingual Contextual Word SimilarityCode0
Learning Lexical Subspaces in a Distributional Vector SpaceCode0
Enhancing the LexVec Distributed Word Representation Model Using Positional Contexts and External MemoryCode0
Enhancing Word Embeddings with Knowledge Extracted from Lexical ResourcesCode0
Enriching Word Vectors with Subword InformationCode0
Learning Meta-Embeddings by Using Ensembles of Embedding SetsCode0
Evaluating Word Embeddings with Categorical ModularityCode0
Learning Multilingual Word Embeddings in Latent Metric Space: A Geometric ApproachCode0
Text classification with word embedding regularization and soft similarity measureCode0
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual SimilarityCode0
Word2Bits - Quantized Word VectorsCode0
Examining Gender Bias in Languages with Grammatical GenderCode0
A Neural Generative Model for Joint Learning Topics and Topic-Specific Word EmbeddingsCode0
Word Sense Disambiguation Based on Word Similarity Calculation Using Word Vector Representation from a Knowledge-based GraphCode0
Learning to Remove: Towards Isotropic Pre-trained BERT EmbeddingCode0
Extrofitting: Enriching Word Representation and its Vector Space with Semantic LexiconsCode0
Post-Specialisation: Retrofitting Vectors of Words Unseen in Lexical ResourcesCode0
SemGloVe: Semantic Co-occurrences for GloVe from BERTCode0
A Common Semantic Space for Monolingual and Cross-Lingual Meta-EmbeddingsCode0
Sentence Alignment with Parallel Documents Facilitates Biomedical Machine TranslationCode0
FRAGE: Frequency-Agnostic Word RepresentationCode0
Gating Mechanisms for Combining Character and Word-level Word Representations: An Empirical StudyCode0
Sentence Structure and Word Relationship Modeling for Emphasis SelectionCode0
A Systematic Study of Leveraging Subword Information for Learning Word RepresentationsCode0
Generalizing Word Embeddings using Bag of SubwordsCode0
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity MatricesCode0
GenSense: A Generalized Sense Retrofitting ModelCode0
Problems With Evaluation of Word Embeddings Using Word Similarity TasksCode0
Unsupervised Multilingual Word EmbeddingsCode0
SeVeN: Augmenting Word Embeddings with Unsupervised Relation VectorsCode0
Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched WikipediaCode0
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Benchmark Results

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