NLPExplorer

Supervised and Unsupervised Methods in Employing Discourse Relations for Improving Opinion Polarity Classification

Swapna Somasundaran | Galileo Namata | Janyce Wiebe | Lise Getoor |

Paper Details:

Month: August
Year: 2009
Location: Singapore
Venue: EMNLP |
SIG: SIGDAT

Citations

URL

Reranking Models in Fine-grained Opinion Analysis
Richard Johansson | Alessandro Moschitti |

A Knowledge-Augmented Neural Network Model for Implicit Discourse Relation Classification
Yudai Kishimoto | Yugo Murawaki | Sadao Kurohashi |

Incorporating Content Structure into Text Analysis Applications
Christina Sauper | Aria Haghighi | Regina Barzilay |

A Semi-Supervised Approach to Improve Classification of Infrequent Discourse Relations Using Feature Vector Extension
Hugo Hernault | Danushka Bollegala | Mitsuru Ishizuka |

Towards Conversation Entailment: An Empirical Investigation
Chen Zhang | Joyce Chai |

Better Document-level Sentiment Analysis from RST Discourse Parsing
Parminder Bhatia | Yangfeng Ji | Jacob Eisenstein |

Closing the Gap: Domain Adaptation from Explicit to Implicit Discourse Relations
Yangfeng Ji | Gongbo Zhang | Jacob Eisenstein |

Joint Syntacto-Discourse Parsing and the Syntacto-Discourse Treebank
Kai Zhao | Liang Huang |

Relational Features in Fine-Grained Opinion Analysis
Richard Johansson | Alessandro Moschitti |

JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts
Truong Son Nguyen | Bao Quoc Ho | Le Minh Nguyen |

The CUHK Discourse TreeBank for Chinese: Annotating Explicit Discourse Connectives for the Chinese TreeBank
Lanjun Zhou | Binyang Li | Zhongyu Wei | Kam-Fai Wong |

Discourse Connectors for Latent Subjectivity in Sentiment Analysis
Rakshit Trivedi | Jacob Eisenstein |

Collective Classification of Congressional Floor-Debate Transcripts
Clinton Burfoot | Steven Bird | Timothy Baldwin |

Extracting Opinion Expressions and Their Polarities – Exploration of Pipelines and Joint Models
Richard Johansson | Alessandro Moschitti |

Collective Classification for Fine-grained Information Status
Katja Markert | Yufang Hou | Michael Strube |

A Bayesian Model for Joint Unsupervised Induction of Sentiment, Aspect and Discourse Representations
Angeliki Lazaridou | Ivan Titov | Caroline Sporleder |

Representation Learning for Text-level Discourse Parsing
Yangfeng Ji | Jacob Eisenstein |

Context-aware Learning for Sentence-level Sentiment Analysis with Posterior Regularization
Bishan Yang | Claire Cardie |

One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations
Yangfeng Ji | Jacob Eisenstein |

Syntactic and Semantic Structure for Opinion Expression Detection
Richard Johansson | Alessandro Moschitti |

Sentiment Classification of Arabic Documents: Experiments with multi-type features and ensemble algorithms
Amine Bayoudhi | Hatem Ghorbel | Lamia Hadrich Belguith |

http://www.mathworks.com

Field Of Study

Linguistic Trends

Discourse

Task

Sentiment Analysis Coreference Resolution Summarization

Language

English

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