NLPExplorer

Document Modeling with Gated Recurrent Neural Network for Sentiment Classification

Duyu Tang | Bing Qin | Ting Liu |

Paper Details:

Month: September
Year: 2015
Location: Lisbon, Portugal
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Deceptive Opinion Spam Detection Using Neural Network
Yafeng Ren | Yue Zhang |

An Unsupervised Multi-Document Summarization Framework Based on Neural Document Model
Shulei Ma | Zhi-Hong Deng | Yunlun Yang |

CNN- and LSTM-based Claim Classification in Online User Comments
Chinnappa Guggilla | Tristan Miller | Iryna Gurevych |

Hashtag Recommendation with Topical Attention-Based LSTM
Yang Li | Ting Liu | Jing Jiang | Liang Zhang |

Effective LSTMs for Target-Dependent Sentiment Classification
Duyu Tang | Bing Qin | Xiaocheng Feng | Ting Liu |

Document-level Multi-aspect Sentiment Classification by Jointly Modeling Users, Aspects, and Overall Ratings
Junjie Li | Haitong Yang | Chengqing Zong |

Genre Identification and the Compositional Effect of Genre in Literature
Joseph Worsham | Jugal Kalita |

SeVeN: Augmenting Word Embeddings with Unsupervised Relation Vectors
Luis Espinosa-Anke | Steven Schockaert |

Model-Free Context-Aware Word Composition
Bo An | Xianpei Han | Le Sun |

Attending Sentences to detect Satirical Fake News
Sohan De Sarkar | Fan Yang | Arjun Mukherjee |

Aspect Level Sentiment Classification with Deep Memory Network
Duyu Tang | Bing Qin | Ting Liu |

Learning Sentence Embeddings with Auxiliary Tasks for Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang |

Attention-based LSTM for Aspect-level Sentiment Classification
Yequan Wang | Minlie Huang | Xiaoyan Zhu | Li Zhao |

Rationale-Augmented Convolutional Neural Networks for Text Classification
Ye Zhang | Iain Marshall | Byron C. Wallace |

Cached Long Short-Term Memory Neural Networks for Document-Level Sentiment Classification
Jiacheng Xu | Danlu Chen | Xipeng Qiu | Xuanjing Huang |

Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension
Yichun Yin | Yangqiu Song | Ming Zhang |

Hierarchical CVAE for Fine-Grained Hate Speech Classification
Jing Qian | Mai ElSherief | Elizabeth Belding | William Yang Wang |

Neural Semantic Encoders
Tsendsuren Munkhdalai | Hong Yu |

Bag of Tricks for Efficient Text Classification
Armand Joulin | Edouard Grave | Piotr Bojanowski | Tomas Mikolov |

A Hybrid CNN-RNN Alignment Model for Phrase-Aware Sentence Classification
Shiou Tian Hsu | Changsung Moon | Paul Jones | Nagiza Samatova |

Text Sentiment Analysis based on Fusion of Structural Information and Serialization Information
Ling Gan | Houyu Gong |

An Ensemble Method with Sentiment Features and Clustering Support
Huy Tien Nguyen | Minh Le Nguyen |

Leveraging Auxiliary Tasks for Document-Level Cross-Domain Sentiment Classification
Jianfei Yu | Jing Jiang |

Multilingual Hierarchical Attention Networks for Document Classification
Nikolaos Pappas | Andrei Popescu-Belis |

SentiNLP at IJCNLP-2017 Task 4: Customer Feedback Analysis Using a Bi-LSTM-CNN Model
Shuying Lin | Huosheng Xie | Liang-Chih Yu | K. Robert Lai |

Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring
Fei Dong | Yue Zhang | Jie Yang |

Deep LSTM based Feature Mapping for Query Classification
Yangyang Shi | Kaisheng Yao | Le Tian | Daxin Jiang |

What’s This Movie About? A Joint Neural Network Architecture for Movie Content Analysis
Philip John Gorinski | Mirella Lapata |

Bi-Transferring Deep Neural Networks for Domain Adaptation
Guangyou Zhou | Zhiwen Xie | Jimmy Xiangji Huang | Tingting He |

Evaluating Sentiment Analysis in the Context of Securities Trading
Siavash Kazemian | Shunan Zhao | Gerald Penn |

Composing Distributed Representations of Relational Patterns
Sho Takase | Naoaki Okazaki | Kentaro Inui |

Deep Pyramid Convolutional Neural Networks for Text Categorization
Rie Johnson | Tong Zhang |

EmoNet: Fine-Grained Emotion Detection with Gated Recurrent Neural Networks
Muhammad Abdul-Mageed | Lyle Ungar |

Towards a Seamless Integration of Word Senses into Downstream NLP Applications
Mohammad Taher Pilehvar | Jose Camacho-Collados | Roberto Navigli | Nigel Collier |

Disconnected Recurrent Neural Networks for Text Categorization
Baoxin Wang |

Aspect Based Sentiment Analysis with Gated Convolutional Networks
Wei Xue | Tao Li |

A Co-Matching Model for Multi-choice Reading Comprehension
Shuohang Wang | Mo Yu | Jing Jiang | Shiyu Chang |

Multiple Instance Learning Networks for Fine-Grained Sentiment Analysis
Stefanos Angelidis | Mirella Lapata |

Learning Structured Text Representations
Yang Liu | Mirella Lapata |

Detecting Online Hate Speech Using Context Aware Models
Lei Gao | Ruihong Huang |

YNU_Deep at SemEval-2018 Task 11: An Ensemble of Attention-based BiLSTM Models for Machine Comprehension
Peng Ding | Xiaobing Zhou |

Data61-CSIRO systems at the CLPsych 2016 Shared Task
Sunghwan Mac Kim | Yufei Wang | Stephen Wan | Cécile Paris |

Assisting Discussion Forum Users using Deep Recurrent Neural Networks
Jacob Hagstedt P Suorra | Olof Mogren |

Named Entity Recognition in Swedish Health Records with Character-Based Deep Bidirectional LSTMs
Simon Almgren | Sean Pavlov | Olof Mogren |

Citation Analysis with Neural Attention Models
Tsendsuren Munkhdalai | John Lalor | Hong Yu |

When does a compliment become sexist? Analysis and classification of ambivalent sexism using twitter data
Akshita Jha | Radhika Mamidi |

Character-based recurrent neural networks for morphological relational reasoning
Olof Mogren | Richard Johansson |

Coarse Semantic Classification of Rare Nouns Using Cross-Lingual Data and Recurrent Neural Networks
Oliver Hellwig |

Towards Controllable Story Generation
Nanyun Peng | Marjan Ghazvininejad | Jonathan May | Kevin Knight |

Multi-glance Reading Model for Text Understanding
Pengcheng Zhu | Yujiu Yang | Wenqiang Gao | Yi Liu |

On the Role of Text Preprocessing in Neural Network Architectures: An Evaluation Study on Text Categorization and Sentiment Analysis
Jose Camacho-Collados | Mohammad Taher Pilehvar |

LISA: Explaining Recurrent Neural Network Judgments via Layer-wIse Semantic Accumulation and Example to Pattern Transformation
Pankaj Gupta | Hinrich Schütze |

Using Author Embeddings to Improve Tweet Stance Classification
Adrian Benton | Mark Dredze |

Convolutions Are All You Need (For Classifying Character Sequences)
Zach Wood-Doughty | Nicholas Andrews | Mark Dredze |

Field Of Study

Linguistic Trends

Discourse Embeddings

Task

Sentiment Analysis

Language

English

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