NLPExplorer

Learning Semantic Representations of Users and Products for Document Level Sentiment Classification

Duyu Tang | Bing Qin | Ting Liu |

Month: July
Year: 2015
Location: Beijing, China
Venue: ACL | IJCNLP |

UTCNN: a Deep Learning Model of Stance Classification on Social Media Text
Wei-Fan Chen | Lun-Wei Ku |

Tweet Sarcasm Detection Using Deep Neural Network
Meishan Zhang | Yue Zhang | Guohong Fu |

Distance Metric Learning for Aspect Phrase Grouping
Shufeng Xiong | Yue Zhang | Donghong Ji | Yinxia Lou |

WordForce: Visualizing Controversial Words in Debates
Wei-Fan Chen | Fang-Yu Lin | Lun-Wei Ku |

A Lexicon-Based Supervised Attention Model for Neural Sentiment Analysis
Yicheng Zou | Tao Gui | Qi Zhang | Xuanjing Huang |

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

Information Aggregation via Dynamic Routing for Sequence Encoding
Jingjing Gong | Xipeng Qiu | Shaojing Wang | Xuanjing Huang |

Document Modeling with Gated Recurrent Neural Network for Sentiment Classification
Duyu Tang | Bing Qin | Ting Liu |

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

Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network
Zi-Yi Dou |

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

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings
Wei Yang | Wei Lu | Vincent Zheng |

Adaptive Semi-supervised Learning for Cross-domain Sentiment Classification
Ruidan He | Wee Sun Lee | Hwee Tou Ng | Daniel Dahlmeier |

This is how we do it: Answer Reranking for Open-domain How Questions with Paragraph Vectors and Minimal Feature Engineering
Dasha Bogdanova | Jennifer Foster |

Cold-Start Aware User and Product Attention for Sentiment Classification
Reinald Kim Amplayo | Jihyeok Kim | Sua Sung | Seung-won Hwang |

Exploiting Document Knowledge for Aspect-level Sentiment Classification
Ruidan He | Wee Sun Lee | Hwee Tou Ng | Daniel Dahlmeier |

Overcoming Language Variation in Sentiment Analysis with Social Attention
Yi Yang | Jacob Eisenstein |

Learning Structured Text Representations
Yang Liu | Mirella Lapata |

ECNU at SemEval-2017 Task 4: Evaluating Effective Features on Machine Learning Methods for Twitter Message Polarity Classification
Yunxiao Zhou | Man Lan | Yuanbin Wu |

Embeddings

Sentiment Analysis Text Categorization

Topic Modeling Deep Learning Representation Learning Semi-supervised Learning

Social Media Twitter

Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach

Shafiq Joty | Tasnim Mohiuddin |

Bootstrap Domain-Specific Sentiment Classifiers from Unlabeled Corpora

Andrius Mudinas | Dell Zhang | Mark Levene |

TwitIE: An Open-Source Information Extraction Pipeline for Microblog Text

Argumentation Mining in User-Generated Web Discourse

Ivan Habernal | Iryna Gurevych |