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Reinforcement Learning of Multi-Domain Dialog Policies Via Action Embeddings


Jul 01, 2022
Jorge A. Mendez, Alborz Geramifard, Mohammad Ghavamzadeh, Bing Liu

* Presented in the Conversational AI Workshop, NeurIPS 2019 

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Database Search Results Disambiguation for Task-Oriented Dialog Systems


Dec 15, 2021
Kun Qian, Ahmad Beirami, Satwik Kottur, Shahin Shayandeh, Paul Crook, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar


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DAIR: Data Augmented Invariant Regularization


Oct 21, 2021
Tianjian Huang, Shaunak Halbe, Chinnadhurai Sankar, Pooyan Amini, Satwik Kottur, Alborz Geramifard, Meisam Razaviyayn, Ahmad Beirami

* 15 pages 

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Annotation Inconsistency and Entity Bias in MultiWOZ


May 29, 2021
Kun Qian, Ahmad Beirami, Zhouhan Lin, Ankita De, Alborz Geramifard, Zhou Yu, Chinnadhurai Sankar

* Accepted by SIGDIAL 2021 

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SIMMC 2.0: A Task-oriented Dialog Dataset for Immersive Multimodal Conversations


Apr 18, 2021
Satwik Kottur, Seungwhan Moon, Alborz Geramifard, Babak Damavandi

* 10 pages, 7 figures, 4 tables 

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DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue


Jan 01, 2021
Hung Le, Chinnadhurai Sankar, Seungwhan Moon, Ahmad Beirami, Alborz Geramifard, Satwik Kottur

* 16 pages,11 figures, 3 tables 

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Overview of the Ninth Dialog System Technology Challenge: DSTC9


Nov 12, 2020
Chulaka Gunasekara, Seokhwan Kim, Luis Fernando D'Haro, Abhinav Rastogi, Yun-Nung Chen, Mihail Eric, Behnam Hedayatnia, Karthik Gopalakrishnan, Yang Liu, Chao-Wei Huang, Dilek Hakkani-Tür, Jinchao Li, Qi Zhu, Lingxiao Luo, Lars Liden, Kaili Huang, Shahin Shayandeh, Runze Liang, Baolin Peng, Zheng Zhang, Swadheen Shukla, Minlie Huang, Jianfeng Gao, Shikib Mehri, Yulan Feng, Carla Gordon, Seyed Hossein Alavi, David Traum, Maxine Eskenazi, Ahmad Beirami, Eunjoon, Cho, Paul A. Crook, Ankita De, Alborz Geramifard, Satwik Kottur, Seungwhan Moon, Shivani Poddar, Rajen Subba


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Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming


Nov 10, 2020
Zhenpeng Zhou, Ahmad Beirami, Paul Crook, Pararth Shah, Rajen Subba, Alborz Geramifard


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Situated and Interactive Multimodal Conversations


Jun 02, 2020
Seungwhan Moon, Satwik Kottur, Paul A. Crook, Ankita De, Shivani Poddar, Theodore Levin, David Whitney, Daniel Difranco, Ahmad Beirami, Eunjoon Cho, Rajen Subba, Alborz Geramifard

* 12 pages, 5 figures, 9 tables, 3 supplementary pages 

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SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform


Nov 07, 2019
Paul A. Crook, Shivani Poddar, Ankita De, Semir Shafi, David Whitney, Alborz Geramifard, Rajen Subba

* ASRU 2019 (demonstration) 

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