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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 676–700 of 4002 papers

TitleStatusHype
Aligning Visual Prototypes with BERT Embeddings for Few-Shot Learning—0
A Probabilistic Model for Learning Multi-Prototype Word Embeddings—0
Comparing Contextual and Static Word Embeddings with Small Data—0
應用詞向量於語言樣式探勘之研究 (Mining Language Patterns Using Word Embeddings) [In Chinese]—0
A Process for Topic Modelling Via Word Embeddings—0
Censorship of Online Encyclopedias: Implications for NLP Models—0
A Progressive Learning Approach to Chinese SRL Using Heterogeneous Data—0
CERM: Context-aware Literature-based Discovery via Sentiment Analysis—0
Challenges and Applications of Automated Extraction of Socio-political Events from Text (CASE 2021): Workshop and Shared Task Report—0
Challenging Language-Dependent Segmentation for Arabic: An Application to Machine Translation and Part-of-Speech Tagging—0
Changes in Commuter Behavior from COVID-19 Lockdowns in the Atlanta Metropolitan Area—0
Boosting Named Entity Recognition with Neural Character Embeddings—0
Character aware models with similarity learning for metaphor detection—0
Character-Aware Neural Morphological Disambiguation—0
Character-based Neural Machine Translation—0
Character-based Neural Machine Translation—0
Arabic aspect sentiment polarity classification using BERT—0
An Unsupervised Approach for Mapping between Vector Spaces—0
Arabic POS Tagging: Don't Abandon Feature Engineering Just Yet—0
Co-learning of Word Representations and Morpheme Representations—0
A Linguistically Informed Convolutional Neural Network—0
Character n-gram Embeddings to Improve RNN Language Models—0
A Rank-Based Similarity Metric for Word Embeddings—0
ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings—0
Combining Acoustics, Content and Interaction Features to Find Hot Spots in Meetings—0
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