Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Pararth Shah

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

  Access Paper or Ask Questions

User Memory Reasoning for Conversational Recommendation

May 30, 2020
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu

  Access Paper or Ask Questions

Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue

Sep 09, 2019
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul Crook, Y-Lan Boureau, Jason Weston

* EMNLP 2019 

  Access Paper or Ask Questions

User Modeling for Task Oriented Dialogues

Nov 11, 2018
Izzeddin Gur, Dilek Hakkani-Tur, Gokhan Tur, Pararth Shah

* Accepted at SLT 2018 

  Access Paper or Ask Questions

FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning

May 16, 2018
Pararth Shah, Marek Fiser, Aleksandra Faust, J. Chase Kew, Dilek Hakkani-Tur

* Third Workshop in Machine Learning in the Planning and Control of Robot Motion at ICRA, 2018 
* 7 pages, 8 figures 

  Access Paper or Ask Questions

Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems

Apr 18, 2018
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah, Larry Heck

* To appear in NAACL 2018 as a long paper 

  Access Paper or Ask Questions

Building a Conversational Agent Overnight with Dialogue Self-Play

Jan 15, 2018
Pararth Shah, Dilek Hakkani-Tür, Gokhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry Heck

* 11 pages, 4 figures 

  Access Paper or Ask Questions

Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning

Dec 22, 2017
Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tur, Larry Heck

* Hierarchical Reinforcement Learning Workshop at the 31st Conference on Neural Information Processing Systems 

  Access Paper or Ask Questions

End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning

Nov 30, 2017
Bing Liu, Gokhan Tur, Dilek Hakkani-Tur, Pararth Shah, Larry Heck

  Access Paper or Ask Questions