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Building Goal-Oriented Dialogue Systems with Situated Visual Context


Nov 22, 2021
Sanchit Agarwal, Jan Jezabek, Arijit Biswas, Emre Barut, Shuyang Gao, Tagyoung Chung


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Style Control for Schema-Guided Natural Language Generation


Sep 24, 2021
Alicia Y. Tsai, Shereen Oraby, Vittorio Perera, Jiun-Yu Kao, Yuheng Du, Anjali Narayan-Chen, Tagyoung Chung, Dilek Hakkani-Tur

* Accepted at the 3rd Workshop on NLP for ConvAI at EMNLP '21 

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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE


Jul 02, 2021
Junya Chen, Zhe Gan, Xuan Li, Qing Guo, Liqun Chen, Shuyang Gao, Tagyoung Chung, Yi Xu, Belinda Zeng, Wenlian Lu, Fan Li, Lawrence Carin, Chenyang Tao


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


Apr 19, 2021
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

* NAACL 2021 System Demonstrations Track 

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Few Shot Dialogue State Tracking using Meta-learning


Jan 23, 2021
Saket Dingliwal, Bill Gao, Sanchit Agarwal, Chien-Wei Lin, Tagyoung Chung, Dilek Hakkani-Tur

* To appear in EACL 2021 

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Dialog Simulation with Realistic Variations for Training Goal-Oriented Conversational Systems


Nov 16, 2020
Chien-Wei Lin, Vincent Auvray, Daniel Elkind, Arijit Biswas, Maryam Fazel-Zarandi, Nehal Belgamwar, Shubhra Chandra, Matt Zhao, Angeliki Metallinou, Tagyoung Chung, Charlie Shucheng Zhu, Suranjit Adhikari, Dilek Hakkani-Tur

* To be presented at Human in the Loop Dialogue Systems Workshop, NeurIPS 2020 

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Schema-Guided Natural Language Generation


May 11, 2020
Yuheng Du, Shereen Oraby, Vittorio Perera, Minmin Shen, Anjali Narayan-Chen, Tagyoung Chung, Anu Venkatesh, Dilek Hakkani-Tur


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


Apr 13, 2020
Shuyang Gao, Sanchit Agarwal, Tagyoung Chung, Di Jin, Dilek Hakkani-Tur


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MMM: Multi-stage Multi-task Learning for Multi-choice Reading Comprehension


Oct 01, 2019
Di Jin, Shuyang Gao, Jiun-Yu Kao, Tagyoung Chung, Dilek Hakkani-tur

* Submitted to AAAI 2020, under review 

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Dialog State Tracking: A Neural Reading Comprehension Approach


Aug 15, 2019
Shuyang Gao, Abhishek Sethi, Sanchit Agarwal, Tagyoung Chung, Dilek Hakkani-Tur

* 10 pages, to appear in Special Interest Group on Discourse and Dialogue (SIGDIAL) 2019 (ORAL) 

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Towards Coherent and Engaging Spoken Dialog Response Generation Using Automatic Conversation Evaluators


May 02, 2019
Sanghyun Yi, Rahul Goel, Chandra Khatri, Alessandra Cervone, Tagyoung Chung, Behnam Hedayatnia, Anu Venkatesh, Raefer Gabriel, Dilek Hakkani-Tur


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Simple Question Answering with Subgraph Ranking and Joint-Scoring


Apr 04, 2019
Wenbo Zhao, Tagyoung Chung, Anuj Goyal, Angeliki Metallinou

* Accepted by The 2019 Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL-HLT 2019). 11 pages, 1 figure 

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Practical Semantic Parsing for Spoken Language Understanding


Mar 19, 2019
Marco Damonte, Rahul Goel, Tagyoung Chung

* Proceedings of NAACL 2019 

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Flexible and Scalable State Tracking Framework for Goal-Oriented Dialogue Systems


Nov 30, 2018
Rahul Goel, Shachi Paul, Tagyoung Chung, Jeremie Lecomte, Arindam Mandal, Dilek Hakkani-Tur

* NIPS CONVAI Workshop 2018 

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Parsing Coordination for Spoken Language Understanding


Oct 26, 2018
Sanchit Agarwal, Rahul Goel, Tagyoung Chung, Abhishek Sethi, Arindam Mandal, Spyros Matsoukas

* The paper was published in SLT 2018 conference 

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