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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 2076–2100 of 4002 papers

TitleStatusHype
Derivational Morphological Relations in Word Embeddings—0
Visualizing and Measuring the Geometry of BERTCode1
Training Temporal Word Embeddings with a CompassCode0
Entity-Centric Contextual Affective Analysis—0
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph ModularityCode0
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional DecompositionCode0
Relational Word EmbeddingsCode0
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914Code0
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative NormalizationCode0
Chinese Embedding via Stroke and Glyph Information: A Dual-channel View—0
Gender-preserving Debiasing for Pre-trained Word EmbeddingsCode0
Global Textual Relation Embedding for Relational UnderstandingCode0
Zero-Shot Semantic SegmentationCode1
Contextually Propagated Term Weights for Document RepresentationCode0
An Analysis of Deep Contextual Word Embeddings and Neural Architectures for Toponym Mention Detection in Scientific Publications—0
Medical Word Embeddings for Spanish: Development and Evaluation—0
Using time series and natural language processing to identify viral moments in the 2016 U.S. Presidential Debate—0
Neural Text Simplification in Low-Resource Conditions Using Weak Supervision—0
Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese)—0
Semantics and Homothetic Clustering of Hafez Poetry—0
Ensemble Methods to Distinguish Mainland and Taiwan Chinese—0
Naive Bayes and BiLSTM Ensemble for Discriminating between Mainland and Taiwan Variation of Mandarin Chinese—0
Dyr Bul Shchyl. Proxying Sound Symbolism With Word Embeddings—0
Coherence models in schizophrenia—0
EusDisParser: improving an under-resourced discourse parser with cross-lingual data—0
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