NLPExplorer

Deep Reinforcement Learning for Mention-Ranking Coreference Models

Kevin Clark | Christopher D. Manning |

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

They Exist! Introducing Plural Mentions to Coreference Resolution and Entity Linking
Ethan Zhou | Jinho D. Choi |

Triad-based Neural Network for Coreference Resolution
Yuanliang Meng | Anna Rumshisky |

End-to-end Neural Coreference Resolution
Kenton Lee | Luheng He | Mike Lewis | Luke Zettlemoyer |

A Mention-Ranking Model for Abstract Anaphora Resolution
Ana Marasović | Leo Born | Juri Opitz | Anette Frank |

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

A Simpler and More Generalizable Story Detector using Verb and Character Features
Joshua Eisenberg | Mark Finlayson |

Using Linguistic Features to Improve the Generalization Capability of Neural Coreference Resolvers
Nafise Sadat Moosavi | Michael Strube |

A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse
Sosuke Kobayashi | Naoaki Okazaki | Kentaro Inui |

Leveraging Discourse Information Effectively for Authorship Attribution
Elisa Ferracane | Su Wang | Raymond Mooney |

Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts
Henry Y. Chen | Ethan Zhou | Jinho D. Choi |

Optimizing Differentiable Relaxations of Coreference Evaluation Metrics
Phong Le | Ivan Titov |

Neural Text Generation in Stories Using Entity Representations as Context
Elizabeth Clark | Yangfeng Ji | Noah A. Smith |

Gender Bias in Coreference Resolution
Rachel Rudinger | Jason Naradowsky | Brian Leonard | Benjamin Van Durme |

Higher-Order Coreference Resolution with Coarse-to-Fine Inference
Kenton Lee | Luheng He | Luke Zettlemoyer |

Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures
Prafulla Kumar Choubey | Ruihong Huang |

Entity-Centric Joint Modeling of Japanese Coreference Resolution and Predicate Argument Structure Analysis
Tomohide Shibata | Sadao Kurohashi |

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

Use Generalized Representations, But Do Not Forget Surface Features
Nafise Sadat Moosavi | Michael Strube |

Integrating Predictions from Neural-Network Relation Classifiers into Coreference and Bridging Resolution
Ina Roesiger | Maximilian Köper | Kim Anh Nguyen | Sabine Schulte im Walde |

Towards Coreference for Literary Text: Analyzing Domain-Specific Phenomena
Ina Roesiger | Sarah Schulz | Nils Reiter |

Coreference and Coherence in Neural Machine Translation: A Study Using Oracle Experiments
Dario Stojanovski | Alexander Fraser |