SOTAVerified

Word Embeddings

Word embedding is the collective name for a set of language modeling and feature learning techniques in natural language processing (NLP) where words or phrases from the vocabulary are mapped to vectors of real numbers.

Techniques for learning word embeddings can include Word2Vec, GloVe, and other neural network-based approaches that train on an NLP task such as language modeling or document classification.

( Image credit: Dynamic Word Embedding for Evolving Semantic Discovery )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 551–600 of 4002 papers

TitleStatusHype
DefSent+: Improving sentence embeddings of language models by projecting definition sentences into a quasi-isotropic or isotropic vector space of unlimited dictionary entriesCode0
Degree-Aware Alignment for Entities in TailCode0
Definition Frames: Using Definitions for Hybrid Concept RepresentationsCode0
A Part-of-Speech Tagger for YiddishCode0
Definition Modeling: Learning to define word embeddings in natural languageCode0
An Interpretable and Uncertainty Aware Multi-Task Framework for Multi-Aspect Sentiment AnalysisCode0
Deep word embeddings for visual speech recognitionCode0
Def2Vec: Extensible Word Embeddings from Dictionary DefinitionsCode0
Deep Text Mining of Instagram Data Without Strong SupervisionCode0
Acquiring Common Sense Spatial Knowledge through Implicit Spatial TemplatesCode0
Deep Unordered Composition Rivals Syntactic Methods for Text ClassificationCode0
Density Matching for Bilingual Word EmbeddingCode0
An Unsupervised Neural Attention Model for Aspect ExtractionCode0
A Hybrid Approach for Aspect-Based Sentiment Analysis Using Deep Contextual Word Embeddings and Hierarchical AttentionCode0
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural TherapyCode0
Contextually Propagated Term Weights for Document RepresentationCode0
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal GuidanceCode0
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali LanguageCode0
Acoustic word embeddings for zero-resource languages using self-supervised contrastive learning and multilingual adaptationCode0
Deep Image-to-Recipe TranslationCode0
DeepEmo: Learning and Enriching Pattern-Based Emotion RepresentationsCode0
A Hierarchically-Labeled Portuguese Hate Speech DatasetCode0
Deeper Text Understanding for IR with Contextual Neural Language ModelingCode0
Deep Learning for Hate Speech Detection in TweetsCode0
Dependency Sensitive Convolutional Neural Networks for Modeling Sentences and DocumentsCode0
A Novel Cartography-Based Curriculum Learning Method Applied on RoNLI: The First Romanian Natural Language Inference CorpusCode0
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding SpacesCode0
Decision-Directed Data DecompositionCode0
An Open-World Extension to Knowledge Graph Completion ModelsCode0
Squashed Shifted PMI Matrix: Bridging Word Embeddings and Hyperbolic SpacesCode0
GNTeam at 2018 n2c2: Feature-augmented BiLSTM-CRF for drug-related entity recognition in hospital discharge summariesCode0
Debiasing Word Embeddings with Nonlinear GeometryCode0
Debiasing Multilingual Word Embeddings: A Case Study of Three Indian LanguagesCode0
A Graph Degeneracy-based Approach to Keyword ExtractionCode0
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisCode0
Data-Driven Detection of General Chiasmi Using Lexical and Semantic FeaturesCode0
Acoustic span embeddings for multilingual query-by-example searchCode0
Data-driven models and computational tools for neurolinguistics: a language technology perspectiveCode0
Debiasing Sentence Embedders through Contrastive Word PairsCode0
Bilingual Sentiment Embeddings: Joint Projection of Sentiment Across LanguagesCode0
Cross-Lingual Word Embeddings for Turkic LanguagesCode0
AnlamVer: Semantic Model Evaluation Dataset for Turkish - Word Similarity and RelatednessCode0
Bilingual Lexicon Induction with Semi-supervision in Non-Isometric Embedding SpacesCode0
DALLMi: Domain Adaption for LLM-based Multi-label ClassifierCode0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Bilingual Lexicon Induction through Unsupervised Machine TranslationCode0
BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian DatasetCode0
Debiasing Convolutional Neural Networks via Meta OrthogonalizationCode0
Cross-lingual Lexical Sememe PredictionCode0
Cross-lingual Models of Word Embeddings: An Empirical ComparisonCode0
Show:102550
← PrevPage 12 of 81Next →

No leaderboard results yet.