NLPExplorer

Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning

Karthik Narasimhan | Adam Yala | Regina Barzilay |

Month: November
Year: 2016
Location: Austin, Texas
Venue: EMNLP |
SIG: SIGDAT

Deep Bayesian Learning and Understanding
Jen-Tzung Chien |

Learning how to Active Learn: A Deep Reinforcement Learning Approach
Meng Fang | Yuan Li | Trevor Cohn |

Mapping Instructions and Visual Observations to Actions with Reinforcement Learning
Dipendra Misra | John Langford | Yoav Artzi |

Maximum Margin Reward Networks for Learning from Explicit and Implicit Supervision
Haoruo Peng | Ming-Wei Chang | Wen-tau Yih |

Learning what to read: Focused machine reading
Enrique Noriega-Atala | Marco A. Valenzuela-Escárcega | Clayton Morrison | Mihai Surdeanu |

Thread Popularity Prediction and Tracking with a Permutation-invariant Model
Hou Pong Chan | Irwin King |

Deep Reinforcement Learning for NLP
William Yang Wang | Jiwei Li | Xiaodong He |

Knowledge Completion for Generics using Guided Tensor Factorization
Hanie Sedghi | Ashish Sabharwal |

Constructing Datasets for Multi-hop Reading Comprehension Across Documents
Johannes Welbl | Pontus Stenetorp | Sebastian Riedel |

Joint Modeling for Query Expansion and Information Extraction with Reinforcement Learning
Motoki Taniguchi | Yasuhide Miura | Tomoko Ohkuma |

Language Understanding Information Extraction Question Answering Coreference Resolution

English

News

A Joint Model of Conversational Discourse Latent Topics on Microblogs

Jing Li | Yan Song | Zhongyu Wei | Kam-Fai Wong |

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 |