Pararth Shah

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 24

Top Topics

Reinforcement Learning

Logic Programming

Top Venues

Publications

Rahul Goel, Waleed Ammar, Aditya Gupta, Siddharth Vashishtha, Motoki Sano, Faiz Surani, Max Chang, HyunJeong Choe, David Greene, Chuan He, Rattima Nitisaroj, Anna Trukhina, Shachi Paul, Pararth Shah, Rushin Shah, Zhou Yu
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs. EMNLP (2023)
Rahul Goel, Waleed Ammar, Aditya Gupta, Siddharth Vashishtha, Motoki Sano, Faiz Surani, Max Chang, HyunJeong Choe, David Greene, Kyle He, Rattima Nitisaroj, Anna Trukhina, Shachi Paul, Pararth Shah, Rushin Shah, Zhou Yu
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs. CoRR (2023)
Geunseob Oh, Rahul Goel, Chris Hidey, Shachi Paul, Aditya Gupta, Pararth Shah, Rushin Shah
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning. COLING (2022)
Geunseob Oh, Rahul Goel, Christopher Hidey, Shachi Paul, Aditya Gupta, Pararth Shah, Rushin Shah
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning. CoRR (2022)
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu
User Memory Reasoning for Conversational Recommendation. CoRR (2020)
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Philip S. Yu
User Memory Reasoning for Conversational Recommendation. COLING (2020)
Megha Jhunjhunwala, Caleb Bryant, Pararth Shah
Multi-Action Dialog Policy Learning with Interactive Human Teaching. SIGdial (2020)
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming. CoRR (2020)
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming. COLING (2020)
Seungwhan Moon, Pararth Shah, Rajen Subba, Anuj Kumar
Memory Grounded Conversational Reasoning. EMNLP/IJCNLP (3) (2019)
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. EMNLP/IJCNLP (1) (2019)
Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba
Memory Graph Networks for Explainable Memory-grounded Question Answering. CoNLL (2019)
Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs. ACL (1) (2019)
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue. CoRR (2019)
Pararth Shah, Marek Fiser, Aleksandra Faust, J. Chase Kew, Dilek Hakkani-Tür
FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning. CoRR (2018)
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
User Modeling for Task Oriented Dialogues. SLT (2018)
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. CoRR (2018)
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems. NAACL-HLT (2018)
Pararth Shah, Dilek Hakkani-Tür, Bing Liu, Gökhan Tür
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning. NAACL-HLT (3) (2018)
Pararth Shah, Dilek Hakkani-Tür, Gökhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry P. Heck
Building a Conversational Agent Overnight with Dialogue Self-Play. CoRR (2018)
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
User Modeling for Task Oriented Dialogues. CoRR (2018)
Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. CoRR (2017)
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning. CoRR (2017)
Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
Learning to Collectively Link Entities. CODS (2016)
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
Ringo: Interactive Graph Analytics on Big-Memory Machines. SIGMOD Conference (2015)
Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
An Approach to Collective Entity Linking. ICON (2015)
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
Ringo: Interactive Graph Analytics on Big-Memory Machines. CoRR (2015)
Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
System for collective entity disambiguation. ERD@SIGIR (2014)