Few Shot Dialogue State Tracking using Meta-learning EACL

Saket Dingliwal | Shuyang Gao | Sanchit Agarwal | Chien-Wei Lin | Tagyoung Chung | Dilek Hakkani-Tur |

Alexa Conversations: An Extensible Data-driven Approach for Building Task-oriented Dialogue Systems NAACL

Anish Acharya | Suranjit Adhikari | Sanchit Agarwal | Vincent Auvray | Nehal Belgamwar | Arijit Biswas | Shubhra Chandra | Tagyoung Chung | Maryam Fazel-Zarandi | Raefer Gabriel | Shuyang Gao | Rahul Goel | Dilek Hakkani-Tur | Jan Jezabek | Abhay Jha | Jiun-Yu Kao | Prakash Krishnan | Peter Ku | Anuj Goyal | Chien-Wei Lin | Qing Liu | Arindam Mandal | Angeliki Metallinou | Vishal Naik | Yi Pan | Shachi Paul | Vittorio Perera | Abhishek Sethi | Minmin Shen | Nikko Strom | Eddie Wang |

Towards Zero and Few-shot Knowledge-seeking Turn Detection in Task-orientated Dialogue Systems EMNLP NLP4ConvAI

Di Jin | Shuyang Gao | Seokhwan Kim | Yang Liu | Dilek Hakkani-Tur |

From Machine Reading Comprehension to Dialogue State Tracking: Bridging the Gap ACL NLP4ConvAI WS

Shuyang Gao | Sanchit Agarwal | Di Jin | Tagyoung Chung | Dilek Hakkani-Tur |

MultiWOZ 2.1: A Consolidated Multi-Domain Dialogue Dataset with State Corrections and State Tracking Baselines LREC

Mihail Eric | Rahul Goel | Shachi Paul | Abhishek Sethi | Sanchit Agarwal | Shuyang Gao | Adarsh Kumar | Anuj Goyal | Peter Ku | Dilek Hakkani-Tur |

Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents EMNLP WS

Nikolaos Malandrakis | Minmin Shen | Anuj Goyal | Shuyang Gao | Abhishek Sethi | Angeliki Metallinou |

Dialog State Tracking: A Neural Reading Comprehension Approach WS

Shuyang Gao | Abhishek Sethi | Sanchit Agarwal | Tagyoung Chung | Dilek Hakkani-Tur |