Pararth Shah

28 papers A* 1B 5Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2023 A* conf
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs.
EMNLP
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
2023 J jnl
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs.
CoRR
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
2022 B conf
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning.
COLING
Geunseob Oh, Rahul Goel, Chris Hidey, Shachi Paul, Aditya Gupta, Pararth Shah, Rushin Shah
2022 J jnl
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning.
CoRR
Geunseob Oh, Rahul Goel, Christopher Hidey, Shachi Paul, Aditya Gupta, Pararth Shah, Rushin Shah
2020 B conf
Multi-Action Dialog Policy Learning with Interactive Human Teaching.
SIGdial
Megha Jhunjhunwala, Caleb Bryant, Pararth Shah
2020 B conf
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming.
COLING
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020 J jnl
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming.
CoRR
Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard
2020 B conf
User Memory Reasoning for Conversational Recommendation.
COLING
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Philip S. Yu
2020 J jnl
User Memory Reasoning for Conversational Recommendation.
CoRR
Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu
2019 B conf
Memory Graph Networks for Explainable Memory-grounded Question Answering.
CoNLL
Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba
2019 — conf
Memory Grounded Conversational Reasoning.
EMNLP/IJCNLP (3)
Seungwhan Moon, Pararth Shah, Rajen Subba, Anuj Kumar
2019 — conf
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs.
ACL (1)
Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba
2019 — conf
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue.
EMNLP/IJCNLP (1)
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
2019 J jnl
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue.
CoRR
Dongyeop Kang, Anusha Balakrishnan, Pararth Shah, Paul A. Crook, Y-Lan Boureau, Jason Weston
2018 — conf
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning.
NAACL-HLT (3)
Pararth Shah, Dilek Hakkani-Tür, Bing Liu, Gökhan Tür
2018 J jnl
Building a Conversational Agent Overnight with Dialogue Self-Play.
CoRR
Pararth Shah, Dilek Hakkani-Tür, Gökhan Tür, Abhinav Rastogi, Ankur Bapna, Neha Nayak, Larry P. Heck
2018 — conf
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.
NAACL-HLT
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
2018 J jnl
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems.
CoRR
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
2018 J jnl
FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning.
CoRR
Pararth Shah, Marek Fiser, Aleksandra Faust, J. Chase Kew, Dilek Hakkani-Tür
2018 — conf
User Modeling for Task Oriented Dialogues.
SLT
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
2018 J jnl
User Modeling for Task Oriented Dialogues.
CoRR
Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah
2017 J jnl
End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning.
CoRR
Bing Liu, Gökhan Tür, Dilek Hakkani-Tür, Pararth Shah, Larry P. Heck
2017 J jnl
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning.
CoRR
Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck
2016 — conf
Learning to Collectively Link Entities.
CODS
Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
2015 — conf
An Approach to Collective Entity Linking.
ICON
Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan
2015 — conf
Ringo: Interactive Graph Analytics on Big-Memory Machines.
SIGMOD Conference
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
2015 J jnl
Ringo: Interactive Graph Analytics on Big-Memory Machines.
CoRR
Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec
2014 — conf
System for collective entity disambiguation.
ERD@SIGIR
Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan