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2020 – today
- 2023
[c16]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: 10820-10833- [i12]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 abs/2303.08954 (2023) - 2022
- [c15]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: 310-322 - [i11]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 abs/2204.06748 (2022) - 2020
- [c14]Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Philip S. Yu:
User Memory Reasoning for Conversational Recommendation. COLING 2020: 5288-5308 - [c13]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: 6775-6787 - [c12]Megha Jhunjhunwala, Caleb Bryant, Pararth Shah:
Multi-Action Dialog Policy Learning with Interactive Human Teaching. SIGdial 2020: 290-296 - [i10]Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu:
User Memory Reasoning for Conversational Recommendation. CoRR abs/2006.00184 (2020) - [i9]Zhenpeng Zhou, Ahmad Beirami, Paul A. Crook, Pararth Shah, Rajen Subba, Alborz Geramifard:
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming. CoRR abs/2011.05457 (2020)
2010 – 2019
- 2019
- [c11]Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba:
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs. ACL (1) 2019: 845-854 - [c10]Seungwhan Moon, Pararth Shah, Anuj Kumar, Rajen Subba:
Memory Graph Networks for Explainable Memory-grounded Question Answering. CoNLL 2019: 728-736 - [c9]Seungwhan Moon, Pararth Shah, Rajen Subba, Anuj Kumar:
Memory Grounded Conversational Reasoning. EMNLP/IJCNLP (3) 2019: 145-150 - [c8]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: 1951-1961 - [i8]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 abs/1909.03922 (2019) - 2018
- [c7]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: 41-51 - [c6]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: 2060-2069 - [c5]Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah:
User Modeling for Task Oriented Dialogues. SLT 2018: 900-906 - [i7]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 abs/1801.04871 (2018) - [i6]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 abs/1804.06512 (2018) - [i5]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 abs/1805.06150 (2018) - [i4]Izzeddin Gur, Dilek Hakkani-Tür, Gökhan Tür, Pararth Shah:
User Modeling for Task Oriented Dialogues. CoRR abs/1811.04369 (2018) - 2017
- [i3]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 abs/1711.10712 (2017) - [i2]Saurabh Kumar, Pararth Shah, Dilek Hakkani-Tür, Larry P. Heck:
Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning. CoRR abs/1712.08266 (2017) - 2016
- [c4]Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan:
Learning to Collectively Link Entities. CODS 2016: 2:1-2:9 - 2015
- [c3]Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan:
An Approach to Collective Entity Linking. ICON 2015: 219-228 - [c2]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: 1105-1110 - [i1]Yonathan Perez, Rok Sosic, Arijit Banerjee, Rohan Puttagunta, Martin Raison, Pararth Shah, Jure Leskovec:
Ringo: Interactive Graph Analytics on Big-Memory Machines. CoRR abs/1503.07881 (2015) - 2014
- [c1]Ashish Kulkarni, Kanika Agarwal, Pararth Shah, Sunny Raj Rathod, Ganesh Ramakrishnan:
System for collective entity disambiguation. ERD@SIGIR 2014: 111-118
Coauthor Index
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