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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 1251–1275 of 4002 papers

TitleStatusHype
An Artificial Language Evaluation of Distributional Semantic Models—0
Cross-lingual Word Sense Disambiguation using mBERT Embeddings with Syntactic Dependencies—0
Automated Scoring of Clinical Expressive Language Evaluation Tasks—0
Cross-Lingual Word Representations: Induction and Evaluation—0
Cross-lingual Word Embeddings in Hyperbolic Space—0
Automated Preamble Detection in Dictated Medical Reports—0
Anaphora Resolution in Dialogue Systems for South Asian Languages—0
Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER—0
A Comparison of Architectures and Pretraining Methods for Contextualized Multilingual Word Embeddings—0
Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings—0
Cross-lingual Word Embeddings in Hyperbolic Space—0
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach—0
Cross-Lingual Word Embeddings for Low-Resource Language Modeling—0
Cross-Lingual Word Embeddings for Morphologically Rich Languages—0
Automated Image Captioning for Rapid Prototyping and Resource Constrained Environments—0
An analysis of the user occupational class through Twitter content—0
Cross-lingual Word Embeddings beyond Zero-shot Machine Translation—0
Cross-Lingual Word Embeddings and the Structure of the Human Bilingual Lexicon—0
Automated essay scoring with string kernels and word embeddings—0
An Analysis of Hierarchical Text Classification Using Word Embeddings—0
Adversarial Evaluation of BERT for Biomedical Named Entity Recognition—0
Cross-Lingual Word Alignment for ASEAN Languages with Contrastive Learning—0
Cross-lingual Transfer of Sentiment Classifiers—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources—0
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