Robust Navigation with Language Pretraining and Stochastic Sampling EMNLP

Xiujun Li | Chunyuan Li | Qiaolin Xia | Yonatan Bisk | Asli Celikyilmaz | Jianfeng Gao | Noah A. Smith | Yejin Choi |

Cyclical Annealing Schedule: A Simple Approach to Mitigating KL Vanishing NAACL

Hao Fu | Chunyuan Li | Xiaodong Liu | Jianfeng Gao | Asli Celikyilmaz | Lawrence Carin |

Learning Compressed Sentence Representations for On-Device Text Processing ACL

Dinghan Shen | Pengyu Cheng | Dhanasekar Sundararaman | Xinyuan Zhang | Qian Yang | Meng Tang | Asli Celikyilmaz | Lawrence Carin |

Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ACL

Dinghan Shen | Asli Celikyilmaz | Yizhe Zhang | Liqun Chen | Xin Wang | Jianfeng Gao | Lawrence Carin |

Sentence Mover’s Similarity: Automatic Evaluation for Multi-Sentence Texts ACL

Elizabeth Clark | Asli Celikyilmaz | Noah A. Smith |

COMET: Commonsense Transformers for Automatic Knowledge Graph Construction ACL

Antoine Bosselut | Hannah Rashkin | Maarten Sap | Chaitanya Malaviya | Asli Celikyilmaz | Yejin Choi |

Proceedings of the Workshop on Methods for Optimizing and Evaluating Neural Language Generation NAACL WS

Antoine Bosselut | Asli Celikyilmaz | Marjan Ghazvininejad | Srinivasan Iyer | Urvashi Khandelwal | Hannah Rashkin | Thomas Wolf |

Deep Learning for Dialogue Systems COLING

Yun-Nung Chen | Asli Celikyilmaz | Dilek Hakkani-Tür |

Discourse-Aware Neural Rewards for Coherent Text Generation NAACL

Antoine Bosselut | Asli Celikyilmaz | Xiaodong He | Jianfeng Gao | Po-Sen Huang | Yejin Choi |

Deep Communicating Agents for Abstractive Summarization NAACL

Asli Celikyilmaz | Antoine Bosselut | Xiaodong He | Yejin Choi |

Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning EMNLP

Baolin Peng | Xiujun Li | Lihong Li | Jianfeng Gao | Asli Celikyilmaz | Sungjin Lee | Kam-Fai Wong |

End-to-End Task-Completion Neural Dialogue Systems IJCNLP

Xiujun Li | Yun-Nung Chen | Lihong Li | Jianfeng Gao | Asli Celikyilmaz |

Deep Learning for Dialogue Systems ACL

Yun-Nung Chen | Asli Celikyilmaz | Dilek Hakkani-Tür |

Task Completion Platform: A self-serve multi-domain goal oriented dialogue platform NAACL

Paul Crook | Alex Marin | Vipul Agarwal | Khushboo Aggarwal | Tasos Anastasakos | Ravi Bikkula | Daniel Boies | Asli Celikyilmaz | Senthilkumar Chandramohan | Zhaleh Feizollahi | Roman Holenstein | Minwoo Jeong | Omar Khan | Young-Bum Kim | Elizabeth Krawczyk | Xiaohu Liu | Danko Panic | Vasiliy Radostev | Nikhil Ramesh | Jean-Phillipe Robichaud | Alexandre Rochette | Logan Stromberg | Ruhi Sarikaya |

Resolving Referring Expressions in Conversational Dialogs for Natural User Interfaces EMNLP

Asli Celikyilmaz | Zhaleh Feizollahi | Dilek Hakkani-Tur | Ruhi Sarikaya |

Learning to Relate Literal and Sentimental Descriptions of Visual Properties NAACL

Mark Yatskar | Svitlana Volkova | Asli Celikyilmaz | Bill Dolan | Luke Zettlemoyer |

Semi-Supervised Semantic Tagging of Conversational Understanding using Markov Topic Regression ACL

Asli Celikyilmaz | Dilek Hakkani-Tur | Gokhan Tur | Ruhi Sarikaya |

A Joint Model for Discovery of Aspects in Utterances ACL

Asli Celikyilmaz | Dilek Hakkani-Tur |

Mining Search Query Logs for Spoken Language Understanding NAACL WS

Dilek Hakkani-Tür | Gokhan Tür | Asli Celikyilmaz |

Discovery of Topically Coherent Sentences for Extractive Summarization ACL

Asli Celikyilmaz | Dilek Hakkani-Tür |

A Hybrid Hierarchical Model for Multi-Document Summarization ACL

Asli Celikyilmaz | Dilek Hakkani-Tur |

LDA Based Similarity Modeling for Question Answering WS

Asli Celikyilmaz | Dilek Hakkani-Tur | Gokhan Tur |

A Graph-Based Semi-Supervised Learning for Question Semantic Labeling WS

Asli Celikyilmaz | Dilek Hakkani-Tur |

Investigation of Question Classifier in Question Answering EMNLP

Zhiheng Huang | Marcus Thint | Asli Celikyilmaz |

Accurate Semantic Class Classifier for Coreference Resolution EMNLP

Zhiheng Huang | Guangping Zeng | Weiqun Xu | Asli Celikyilmaz |

A Graph-based Semi-Supervised Learning for Question-Answering ACL IJCNLP

Asli Celikyilmaz | Marcus Thint | Zhiheng Huang |