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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 3151–3200 of 4002 papers

TitleStatusHype
A Survey Of Cross-lingual Word Embedding Models—0
A Survey on Automatically-Constructed WordNets and their Evaluation: Lexical and Word Embedding-based Approaches—0
A Survey On Neural Word Embeddings—0
A Survey on Word Meta-Embedding Learning—0
A Syllable-based Technique for Word Embeddings of Korean Words—0
Asymmetric Proxy Loss for Multi-View Acoustic Word Embeddings—0
A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations—0
Atalaya at SemEval 2019 Task 5: Robust Embeddings for Tweet Classification—0
Atalaya at TASS 2019: Data Augmentation and Robust Embeddings for Sentiment Analysis—0
A Topical Approach to Capturing Customer Insight In Social Media—0
A Transparent Framework for Evaluating Unintended Demographic Bias in Word Embeddings—0
A Trie-Structured Bayesian Model for Unsupervised Morphological Segmentation—0
ATTACK2VEC: Leveraging Temporal Word Embeddings to Understand the Evolution of Cyberattacks—0
Attending Sentences to detect Satirical Fake News—0
Attending to Characters in Neural Sequence Labeling Models—0
Attention-based model for predicting question relatedness on Stack Overflow—0
Attention-based Semantic Priming for Slot-filling—0
Attention Focusing for Neural Machine Translation by Bridging Source and Target Embeddings—0
Attention improves concentration when learning node embeddings—0
Attention Modeling for Targeted Sentiment—0
attr2vec: Jointly Learning Word and Contextual Attribute Embeddings with Factorization Machines—0
A Twitter Corpus and Benchmark Resources for German Sentiment Analysis—0
A Two-Stage Approach for Computing Associative Responses to a Set of Stimulus Words—0
A Typedriven Vector Semantics for Ellipsis with Anaphora using Lambek Calculus with Limited Contraction—0
AUEB-ABSA at SemEval-2016 Task 5: Ensembles of Classifiers and Embeddings for Aspect Based Sentiment Analysis—0
aueb.twitter.sentiment at SemEval-2016 Task 4: A Weighted Ensemble of SVMs for Twitter Sentiment Analysis—0
Augmenting NLP models using Latent Feature Interpolations—0
Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization—0
Author Profiling from Facebook Corpora—0
Autoencoding Improves Pre-trained Word Embeddings—0
AutoExtend: Combining Word Embeddings with Semantic Resources—0
AutoExtend: Extending Word Embeddings to Embeddings for Synsets and Lexemes—0
Automated Detection of Adverse Drug Reactions in the Biomedical Literature Using Convolutional Neural Networks and Biomedical Word Embeddings—0
Automated Discovery of Mathematical Definitions in Text—0
Automated Discovery of Mathematical Definitions in Text with Deep Neural Networks—0
Automated essay scoring with string kernels and word embeddings—0
Automated Image Captioning for Rapid Prototyping and Resource Constrained Environments—0
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach—0
Automated Preamble Detection in Dictated Medical Reports—0
Automated Scoring of Clinical Expressive Language Evaluation Tasks—0
Automated Single-Label Patent Classification using Ensemble Classifiers—0
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers—0
Automated Trustworthiness Testing for Machine Learning Classifiers—0
Automatically Building a Multilingual Lexicon of False Friends With No Supervision—0
Automatically Inferring Implicit Properties in Similes—0
Automatically Linking Lexical Resources with Word Sense Embedding Models—0
Automatic classification of speech overlaps: Feature representation and algorithms—0
Automatic coding of students' writing via Contrastive Representation Learning in the Wasserstein space—0
Automatic Community Creation for Abstractive Spoken Conversations Summarization—0
Automatic Creation of Correspondence Table of Meaning Tags from Two Dictionaries in One Language Using Bilingual Word Embedding—0
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