NLPExplorer

Adaptive Recursive Neural Network for Target-dependent Twitter Sentiment Classification

Paper Details:

Month: June
Year: 2014
Location: Baltimore, Maryland
Venue: ACL |

Citations

URL

SentiHood: Targeted Aspect Based Sentiment Analysis Dataset for Urban Neighbourhoods
Marzieh Saeidi | Guillaume Bouchard | Maria Liakata | Sebastian Riedel |

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

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 |

Effective Attention Modeling for Aspect-Level Sentiment Classification
Ruidan He | Wee Sun Lee | Hwee Tou Ng | Daniel Dahlmeier |

Bringing replication and reproduction together with generalisability in NLP: Three reproduction studies for Target Dependent Sentiment Analysis
Andrew Moore | Paul Rayson |

Representations and Architectures in Neural Sentiment Analysis for Morphologically Rich Languages: A Case Study from Modern Hebrew
Adam Amram | Anat Ben David | Reut Tsarfaty |

Using J-K-fold Cross Validation To Reduce Variance When Tuning NLP Models
Henry Moss | David Leslie | Paul Rayson |

Neural Networks for Open Domain Targeted Sentiment
Meishan Zhang | Yue Zhang | Duy-Tin Vo |

When Are Tree Structures Necessary for Deep Learning of Representations?
Jiwei Li | Thang Luong | Dan Jurafsky | Eduard Hovy |

PhraseRNN: Phrase Recursive Neural Network for Aspect-based Sentiment Analysis
Thien Hai Nguyen | Kiyoaki Shirai |

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 |

Recursive Neural Conditional Random Fields for Aspect-based Sentiment Analysis
Wenya Wang | Sinno Jialin Pan | Daniel Dahlmeier | Xiaokui Xiao |

Context-Sensitive Lexicon Features for Neural Sentiment Analysis
Zhiyang Teng | Duy-Tin Vo | Yue Zhang |

Interpreting Neural Networks to Improve Politeness Comprehension
Malika Aubakirova | Mohit Bansal |

Recurrent Attention Network on Memory for Aspect Sentiment Analysis
Peng Chen | Zhongqian Sun | Lidong Bing | Wei Yang |

Multi-grained Attention Network for Aspect-Level Sentiment Classification
Feifan Fan | Yansong Feng | Dongyan Zhao |

Attentive Gated Lexicon Reader with Contrastive Contextual Co-Attention for Sentiment Classification
Yi Tay | Anh Tuan Luu | Siu Cheung Hui | Jian Su |

TDParse: Multi-target-specific sentiment recognition on Twitter
Bo Wang | Maria Liakata | Arkaitz Zubiaga | Rob Procter |

SMARTies: Sentiment Models for Arabic Target entities
Noura Farra | Kathy McKeown |

Attention Modeling for Targeted Sentiment
Jiangming Liu | Yue Zhang |

Implicit Syntactic Features for Target-dependent Sentiment Analysis
Yuze Gao | Yue Zhang | Tong Xiao |

Graph Based Sentiment Aggregation using ConceptNet Ontology
Srikanth Tamilselvam | Seema Nagar | Abhijit Mishra | Kuntal Dey |

Learning Sentence Representations over Tree Structures for Target-Dependent Classification
Junwen Duan | Xiao Ding | Ting Liu |

Multi-Task Learning of Pairwise Sequence Classification Tasks over Disparate Label Spaces
Isabelle Augenstein | Sebastian Ruder | Anders Søgaard |

Learning Cognitive Features from Gaze Data for Sentiment and Sarcasm Classification using Convolutional Neural Network
Abhijit Mishra | Kuntal Dey | Pushpak Bhattacharyya |

Vancouver Welcomes You! Minimalist Location Metonymy Resolution
Milan Gritta | Mohammad Taher Pilehvar | Nut Limsopatham | Nigel Collier |

Transformation Networks for Target-Oriented Sentiment Classification
Xin Li | Lidong Bing | Wai Lam | Bei Shi |

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

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

Metaphor as a Medium for Emotion: An Empirical Study
Saif Mohammad | Ekaterina Shutova | Peter Turney |

Multiplicative Tree-Structured Long Short-Term Memory Networks for Semantic Representations
Nam Khanh Tran | Weiwei Cheng |

evision PDF of 'Scoring Persuasive Essays Using Opinions and their Targets
Noura Farra | Swapna Somasundaran | Jill Burstein |

Learning Word Importance with the Neural Bag-of-Words Model
Imran Sheikh | Irina Illina | Dominique Fohr | Georges Linarès |

Feasible Annotation Scheme for Capturing Policy Argument Reasoning using Argument Templates
Paul Reisert | Naoya Inoue | Tatsuki Kuribayashi | Kentaro Inui |

http://goo.gl/5Enpu7

Field Of Study

Task

Tagging Sentiment Analysis

Approach

Deep Learning

Dataset

Twitter

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