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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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Domain-Independent turn-level Dialogue Quality Evaluation via User Satisfaction Estimation


Aug 19, 2019
Praveen Kumar Bodigutla, Longshaokan Wang, Kate Ridgeway, Joshua Levy, Swanand Joshi, Alborz Geramifard, Spyros Matsoukas

* Implications of Deep Learning for Dialog Modeling - Special session at SIGdial 2019 

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Learning Robust Dialog Policies in Noisy Environments


Dec 11, 2017
Maryam Fazel-Zarandi, Shang-Wen Li, Jin Cao, Jared Casale, Peter Henderson, David Whitney, Alborz Geramifard

* 1st Workshop on Conversational AI at NIPS 2017 

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Batch-iFDD for Representation Expansion in Large MDPs


Sep 26, 2013
Alborz Geramifard, Thomas J. Walsh, Nicholas Roy, Jonathan How

* Appears in Proceedings of the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI2013) 

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Dyna-Style Planning with Linear Function Approximation and Prioritized Sweeping


Jun 13, 2012
Richard S. Sutton, Csaba Szepesvari, Alborz Geramifard, Michael P. Bowling

* Appears in Proceedings of the Twenty-Fourth Conference on Uncertainty in Artificial Intelligence (UAI2008) 

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A Hybrid Three Layer Architecture for Fire Agent Management in Rescue Simulation Environment


Jan 14, 2006
Alborz Geramifard, Peyman Nayeri, Reza Zamani-Nasab, Jafar Habibi

* International Journal of Advanced Robotics Systems, Vol.2No2. (2005) 

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