Hierarchical Attention Networks for Document Classification

Zichao Yang; Diyi Yang; Chris Dyer; Xiaodong He; Alex Smola; Eduard Hovy

doi:https://doi.org/10.18653/v1/n16-1174

Hierarchical Attention Networks for Document Classification

2016 · 4,871 citations · 3 from inside this corpus

Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, Eduard Hovy

Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alex Smola, Eduard Hovy. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2016.

18 of 18 neighbouring works in this corpus. Blue is what this paper cites; orange is what cites it, and a dashed line is one neighbour citing another. Only the largest labels are drawn — every node carries its full title on hover.

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Citation edge evidence

Each row is directed from the citing work to the cited work. Source status remains readable without the interactive graph.

Graph Convolutional Networks for Text Classification→Hierarchical Attention Networks for Document ClassificationLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Hierarchical Attention Networks for Document ClassificationLegacy edge — source detail unavailable
Deep Learning--based Text Classification→Hierarchical Attention Networks for Document ClassificationLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Long Short-Term MemoryLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Neural Machine Translation by Jointly Learning to Align and TranslateLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Convolutional Neural Networks for Sentence ClassificationLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Text categorization with Support Vector Machines: Learning with many relevant featuresLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→The Stanford CoreNLP Natural Language Processing ToolkitLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Opinion Mining and Sentiment AnalysisLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→A Convolutional Neural Network for Modelling SentencesLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Learning Word Vectors for Sentiment AnalysisLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Character-level Convolutional Networks for Text ClassificationLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Recurrent Convolutional Neural Networks for Text ClassificationLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Teaching Machines to Read and ComprehendLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationLegacy edge — source detail unavailable
Hierarchical Attention Networks for Document Classification→Teaching Machines to Read and ComprehendLegacy edge — source detail unavailable
Teaching Machines to Read and Comprehend→Long Short-Term MemoryLegacy edge — source detail unavailable
Teaching Machines to Read and Comprehend→A Convolutional Neural Network for Modelling SentencesLegacy edge — source detail unavailable
Convolutional Neural Networks for Sentence Classification→A Convolutional Neural Network for Modelling SentencesLegacy edge — source detail unavailable
Convolutional Neural Networks for Sentence Classification→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Convolutional Neural Networks for Sentence Classification→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
A Convolutional Neural Network for Modelling Sentences→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
The Stanford CoreNLP Natural Language Processing Toolkit→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
Character-level Convolutional Networks for Text Classification→Convolutional Neural Networks for Sentence ClassificationLegacy edge — source detail unavailable
Character-level Convolutional Networks for Text Classification→Long Short-Term MemoryLegacy edge — source detail unavailable
Character-level Convolutional Networks for Text Classification→Text categorization with Support Vector Machines: Learning with many relevant featuresLegacy edge — source detail unavailable
Character-level Convolutional Networks for Text Classification→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→Convolutional Neural Networks for Sentence ClassificationLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→Long Short-Term MemoryLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→Opinion Mining and Sentiment AnalysisLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→Learning Word Vectors for Sentiment AnalysisLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→A Convolutional Neural Network for Modelling SentencesLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→The Stanford CoreNLP Natural Language Processing ToolkitLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank→Opinion Mining and Sentiment AnalysisLegacy edge — source detail unavailable
Recurrent Convolutional Neural Networks for Text Classification→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Recurrent Convolutional Neural Networks for Text Classification→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
Teaching Machines to Read and Comprehend→Long Short-Term MemoryLegacy edge — source detail unavailable
Graph Convolutional Networks for Text Classification→Convolutional Neural Networks for Sentence ClassificationLegacy edge — source detail unavailable
Graph Convolutional Networks for Text Classification→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Graph Convolutional Networks for Text Classification→Character-level Convolutional Networks for Text ClassificationLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Convolutional Neural Networks for Sentence ClassificationLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Long Short-Term MemoryLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Learning Word Vectors for Sentiment AnalysisLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→A Convolutional Neural Network for Modelling SentencesLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Distributed Representations of Words and Phrases and their CompositionalityLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationLegacy edge — source detail unavailable
Deep learning for sentiment analysis: A survey→Recursive Deep Models for Semantic Compositionality Over a Sentiment TreebankLegacy edge — source detail unavailable
Deep Learning--based Text Classification→Convolutional Neural Networks for Sentence ClassificationLegacy edge — source detail unavailable
Deep Learning--based Text Classification→A Convolutional Neural Network for Modelling SentencesLegacy edge — source detail unavailable
Deep Learning--based Text Classification→Document Modeling with Gated Recurrent Neural Network for Sentiment ClassificationLegacy edge — source detail unavailable
Deep Learning--based Text Classification→Graph Convolutional Networks for Text ClassificationLegacy edge — source detail unavailable

What this paper cites, inside the corpus

Paper	Year	Cited
Long Short-Term Memory	1997	101,359
Distributed Representations of Words and Phrases and their Compositionality	2013	18,054
Neural Machine Translation by Jointly Learning to Align and Translate	2014	14,615
Convolutional Neural Networks for Sentence Classification	2014	13,987
Text categorization with Support Vector Machines: Learning with many relevant features	1998	8,044
The Stanford CoreNLP Natural Language Processing Toolkit	2014	7,269
Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank	2013	6,849
Opinion Mining and Sentiment Analysis	2008	6,837
A Convolutional Neural Network for Modelling Sentences	2014	3,571
Learning Word Vectors for Sentiment Analysis	2011	3,294
Character-level Convolutional Networks for Text Classification	2015	3,280
Recurrent Convolutional Neural Networks for Text Classification	2015	2,314
Teaching Machines to Read and Comprehend	2015	1,939
Document Modeling with Gated Recurrent Neural Network for Sentiment Classification	2015	1,548
Teaching Machines to Read and Comprehend	2015	1,519

What cites it, inside the corpus

Paper	Year	Cited
Graph Convolutional Networks for Text Classification	2019	2,000
Deep learning for sentiment analysis: A survey	2018	1,918
Deep Learning--based Text Classification	2021	1,525

Links

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Topics

Topic Modeling	Computer Science
Text and Document Classification Technologies	Computer Science
Advanced Text Analysis Techniques	Computer Science

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supports6 author record(s) attached.
supports41 reference(s) recorded.
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supportsA title is present.

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