Pararth Shah
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Building a conversational agent overnight with dialogue self-play
P Shah, D Hakkani-Tür, G Tür, A Rastogi, A Bapna, N Nayak, L Heck
arXiv preprint arXiv:1801.04871, 2018
862018
Dialogue learning with human teaching and feedback in end-to-end trainable task-oriented dialogue systems
B Liu, G Tur, D Hakkani-Tur, P Shah, L Heck
arXiv preprint arXiv:1804.06512, 2018
782018
Bootstrapping a neural conversational agent with dialogue self-play, crowdsourcing and on-line reinforcement learning
P Shah, D Hakkani-Tur, B Liu, G Tur
Proceedings of the 2018 Conference of the North American Chapter of the …, 2018
682018
Opendialkg: Explainable conversational reasoning with attention-based walks over knowledge graphs
S Moon, P Shah, A Kumar, R Subba
Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019
622019
Ringo: Interactive graph analytics on big-memory machines
Y Perez, R Sosič, A Banerjee, R Puttagunta, M Raison, P Shah, ...
Proceedings of the 2015 ACM SIGMOD International Conference on Management of …, 2015
462015
End-to-end optimization of task-oriented dialogue model with deep reinforcement learning
B Liu, G Tur, D Hakkani-Tur, P Shah, L Heck
arXiv preprint arXiv:1711.10712, 2017
382017
Interactive reinforcement learning for task-oriented dialogue management
P Shah, D Hakkani-Tur, L Heck
302016
Follownet: Robot navigation by following natural language directions with deep reinforcement learning
P Shah, M Fiser, A Faust, JC Kew, D Hakkani-Tur
arXiv preprint arXiv:1805.06150, 2018
272018
Federated control with hierarchical multi-agent deep reinforcement learning
S Kumar, P Shah, D Hakkani-Tur, L Heck
arXiv preprint arXiv:1712.08266, 2017
202017
Recommendation as a communication game: Self-supervised bot-play for goal-oriented dialogue
D Kang, A Balakrishnan, P Shah, P Crook, YL Boureau, J Weston
arXiv preprint arXiv:1909.03922, 2019
172019
User modeling for task oriented dialogues
I Gür, D Hakkani-Tür, G Tür, P Shah
2018 IEEE Spoken Language Technology Workshop (SLT), 900-906, 2018
172018
Turn-based reinforcement learning for dialog management
P Shah, LP Heck, D Hakkani-Tur
US Patent 10,424,302, 2019
92019
Answering Reading Comprehension Using Memory Networks
D Kapashi, P Shah
52015
User Memory Reasoning for Conversational Recommendation
H Xu, S Moon, H Liu, B Liu, P Shah, PS Yu
arXiv preprint arXiv:2006.00184, 2020
42020
Memory graph networks for explainable memory-grounded question answering
S Moon, P Shah, A Kumar, R Subba
Proceedings of the 23rd Conference on Computational Natural Language …, 2019
42019
Memory grounded conversational reasoning
S Moon, P Shah, R Subba, A Kumar
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
42019
System for collective entity disambiguation
A Kulkarni, K Agarwal, P Shah, SR Rathod, G Ramakrishnan
Proceedings of the first international workshop on Entity recognition …, 2014
42014
Multi-action dialog policy learning with interactive human teaching
M Jhunjhunwala, C Bryant, P Shah
Proceedings of the 21th Annual Meeting of the Special Interest Group on …, 2020
22020
Learning to collectively link entities
A Kulkarni, K Agarwal, P Shah, SR Rathod, G Ramakrishnan
Proceedings of the 3rd IKDD Conference on Data Science, 2016, 1-9, 2016
22016
Investigating temporal variations in the twitter hashtag graph
P Shah, S Joshi
12013
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