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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

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Showing 251–300 of 4002 papers

TitleStatusHype
DeepHateExplainer: Explainable Hate Speech Detection in Under-resourced Bengali LanguageCode0
Deep convolutional acoustic word embeddings using word-pair side informationCode0
DeepEmo: Learning and Enriching Pattern-Based Emotion RepresentationsCode0
Deep Image-to-Recipe TranslationCode0
An embedded segmental K-means model for unsupervised segmentation and clustering of speechCode0
An Embedded Diachronic Sense Change Model with a Case Study from Ancient GreekCode0
A Neighbourhood-Aware Differential Privacy Mechanism for Static Word EmbeddingsCode0
DebIE: A Platform for Implicit and Explicit Debiasing of Word Embedding SpacesCode0
Decision-Directed Data DecompositionCode0
Deep Learning for Hate Speech Detection in TweetsCode0
Debiasing Multilingual Word Embeddings: A Case Study of Three Indian LanguagesCode0
An Automatic Question Usability Evaluation ToolkitCode0
A Bag of Useful Tricks for Practical Neural Machine Translation: Embedding Layer Initialization and Large Batch SizeCode0
Debiasing Convolutional Neural Networks via Meta OrthogonalizationCode0
Debiasing Sentence Embedders through Contrastive Word PairsCode0
Data-driven models and computational tools for neurolinguistics: a language technology perspectiveCode0
A Comparative Study on Word Embeddings and Social NLP TasksCode0
DALLMi: Domain Adaption for LLM-based Multi-label ClassifierCode0
Data-Driven Detection of General Chiasmi Using Lexical and Semantic FeaturesCode0
DataStories at SemEval-2017 Task 4: Deep LSTM with Attention for Message-level and Topic-based Sentiment AnalysisCode0
Debiasing Word Embeddings with Nonlinear GeometryCode0
Deep learning for language understanding of mental health concepts derived from Cognitive Behavioural TherapyCode0
Cross-Lingual Word Representations via Spectral Graph EmbeddingsCode0
Cross-Lingual Word Embeddings for Turkic LanguagesCode0
Crossmodal ASR Error Correction with Discrete Speech UnitsCode0
An Analysis of Euclidean vs. Graph-Based Framing for Bilingual Lexicon Induction from Word Embedding SpacesCode0
CS-Embed at SemEval-2020 Task 9: The effectiveness of code-switched word embeddings for sentiment analysisCode0
Cross-lingual Lexical Sememe PredictionCode0
Cross-lingual Dependency Parsing with Unlabeled Auxiliary LanguagesCode0
Cross-lingual Models of Word Embeddings: An Empirical ComparisonCode0
Analyzing Vietnamese Legal Questions Using Deep Neural Networks with Biaffine ClassifiersCode0
Analyzing the Surprising Variability in Word Embedding Stability Across LanguagesCode0
Cross-Lingual BERT Transformation for Zero-Shot Dependency ParsingCode0
Cross-Language Transfer of High-Quality Annotations: Combining Neural Machine Translation with Cross-Linguistic Span Alignment to Apply NER to Clinical Texts in a Low-Resource LanguageCode0
Cross-domain Semantic Parsing via ParaphrasingCode0
Cross-Lingual Alignment of Contextual Word Embeddings, with Applications to Zero-shot Dependency ParsingCode0
CoSimLex: A Resource for Evaluating Graded Word Similarity in ContextCode0
Analyzing Structures in the Semantic Vector Space: A Framework for Decomposing Word EmbeddingsCode0
Creative Contextual Dialog Adaptation in an Open World RPGCode0
Cross-lingual Annotation Projection in Legal TextsCode0
Co-occurrences using Fasttext embeddings for word similarity tasks in UrduCode0
Coreference Resolution System for Indonesian Text with Mention Pair Method and Singleton Exclusion using Convolutional Neural NetworkCode0
Analyzing Continuous Semantic Shifts with Diachronic Word Similarity MatricesCode0
Controlled Experiments for Word EmbeddingsCode0
Convolutional Neural Network with Word Embeddings for Chinese Word SegmentationCode0
Correlations between Word Vector SetsCode0
Cross-lingual Argumentation Mining: Machine Translation (and a bit of Projection) is All You Need!Code0
Deep Pivot-Based Modeling for Cross-language Cross-domain Transfer with Minimal GuidanceCode0
Analytical Methods for Interpretable Ultradense Word EmbeddingsCode0
Contextual String Embeddings for Sequence LabelingCode0
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