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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 1026–1050 of 4002 papers

TitleStatusHype
A Helping Hand: Transfer Learning for Deep Sentiment Analysis—0
Binary and Multitask Classification Model for Dutch Anaphora Resolution: Die/Dat Prediction—0
Query Obfuscation Semantic Decomposition—0
Acoustic Word Embeddings for Untranscribed Target Languages with Continued Pretraining and Learned Pooling—0
Detect Toxic Content to Improve Online Conversations—0
Determining Gains Acquired from Word Embedding Quantitatively Using Discrete Distribution Clustering—0
Bi-LSTM Neural Networks for Chinese Grammatical Error Diagnosis—0
An Ontology-Based Method for Extracting and Classifying Domain-Specific Compositional Nominal Compounds—0
Closed Form Word Embedding Alignment—0
Bilingual Word Embeddings with Bucketed CNN for Parallel Sentence Extraction—0
Bilingual Word Embeddings from Parallel and Non-parallel Corpora for Cross-Language Text Classification—0
A non-DNN Feature Engineering Approach to Dependency Parsing -- FBAML at CoNLL 2017 Shared Task—0
Detection of Adverse Drug Reaction in Tweets Using a Combination of Heterogeneous Word Embeddings—0
Bilingual Word Embeddings from Non-Parallel Document-Aligned Data Applied to Bilingual Lexicon Induction—0
Bilingual Word Embeddings for Phrase-Based Machine Translation—0
Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora—0
Bilingual Topic Models for Comparable Corpora—0
Annotating Educational Questions for Student Response Analysis—0
A Graph-based Coarse-to-fine Method for Unsupervised Bilingual Lexicon Induction—0
Detection of Multiword Expressions for Hindi Language using Word Embeddings and WordNet-based Features—0
Developing Conversational Data and Detection of Conversational Humor in Telugu—0
Bilingual Terminology Extraction Using Neural Word Embeddings on Comparable Corpora—0
An LSTM Approach to Short Text Sentiment Classification with Word Embeddings—0
Detecting Semantically Equivalent Questions in Online User Forums—0
Bilingually-constrained Phrase Embeddings for Machine Translation—0
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