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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 2101–2125 of 4002 papers

TitleStatusHype
Word Embeddings for the Armenian Language: Intrinsic and Extrinsic EvaluationCode0
Shared-Private Bilingual Word Embeddings for Neural Machine Translation—0
Learning Word Embeddings with Domain AwarenessCode0
Derivational Morphological Relations in Word Embeddings—0
GCDT: A Global Context Enhanced Deep Transition Architecture for Sequence LabelingCode0
A Resource-Free Evaluation Metric for Cross-Lingual Word Embeddings Based on Graph ModularityCode0
Training Temporal Word Embeddings with a CompassCode0
Entity-Centric Contextual Affective Analysis—0
Detecting Local Insights from Global Labels: Supervised & Zero-Shot Sequence Labeling via a Convolutional DecompositionCode0
Are Girls Neko or Shōjo? Cross-Lingual Alignment of Non-Isomorphic Embeddings with Iterative NormalizationCode0
Tracing Antisemitic Language Through Diachronic Embedding Projections: France 1789-1914Code0
Relational Word EmbeddingsCode0
Contextually Propagated Term Weights for Document RepresentationCode0
Global Textual Relation Embedding for Relational UnderstandingCode0
Chinese Embedding via Stroke and Glyph Information: A Dual-channel View—0
Gender-preserving Debiasing for Pre-trained Word EmbeddingsCode0
Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection—0
INF-HatEval at SemEval-2019 Task 5: Convolutional Neural Networks for Hate Speech Detection Against Women and Immigrants on Twitter—0
Combining Discourse Markers and Cross-lingual Embeddings for Synonym--Antonym Classification—0
Semantics and Homothetic Clustering of Hafez Poetry—0
Incorporating Emoji Descriptions Improves Tweet Classification—0
Stop PropagHate at SemEval-2019 Tasks 5 and 6: Are abusive language classification results reproducible?Code0
Modeling Personal Biases in Language Use by Inducing Personalized Word Embeddings—0
EusDisParser: improving an under-resourced discourse parser with cross-lingual data—0
Team Bertha von Suttner at SemEval-2019 Task 4: Hyperpartisan News Detection using ELMo Sentence Representation Convolutional Network—0
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