Pararth Shah

Computer Science · Physical Sciences

15h-index2.0kcitations31works0.02yr avg
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Research Topics

Topic Modeling(23), Speech and dialogue systems(16), Natural Language Processing Techniques(11), Multimodal Machine Learning Applications(6), Multi-Agent Systems and Negotiation(5)

Publications30 total

Building a conversational agent overnight with dialogue self-play
TIB Data Manager·2024Open Access
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs
arXiv (Cornell University)·2023· 2 citedOpen Access
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs
2023· 8 citedOpen Access
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning
arXiv (Cornell University)·2022· 1 citedOpen Access
Resource Constrained Dialog Policy Learning via Differentiable Inductive Logic Programming
arXiv (Cornell University)·2020· 2 citedOpen Access
User Memory Reasoning for Conversational Recommendation
arXiv (Cornell University)·2020· 6 citedOpen Access
User Memory Reasoning for Conversational Recommendation
2020· 35 citedOpen Access
Multi-Action Dialog Policy Learning with Interactive Human Teaching
2020· 15 citedOpen Access
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming
2020· 1 citedOpen Access
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
arXiv (Cornell University)·2019· 7 citedOpen Access
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
2019· 81 citedOpen Access
Memory Grounded Conversational Reasoning
2019· 5 citedOpen Access
Memory Graph Networks for Explainable Memory-grounded Question Answering
2019· 10 citedOpen Access
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
2019· 297 citedOpen Access
User Modeling for Task Oriented Dialogues
2018· 46 cited
User Modeling for Task Oriented Dialogues
arXiv (Cornell University)·2018· 15 citedOpen Access
FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning
arXiv (Cornell University)·2018· 43 citedOpen Access
FollowNet: Robot Navigation by Following Natural Language Directions\n with Deep Reinforcement Learning
arXiv (Cornell University)·2018· 21 citedOpen Access
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
arXiv (Cornell University)·2018· 20 citedOpen Access
Building a Conversational Agent Overnight with Dialogue Self-Play
arXiv (Cornell University)·2018· 161 citedOpen Access
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Frequent Co-authors

Dilek Hakkani‐Tür(11), Larry Heck(7), Gökhan Tür(6), Seungwhan Moon(5), Rajen Subba(5), Paul Crook(4), Bing Liu(3), Bing Liu(3), Rahul Goel(3), Shachi Paul(3), Rushin Shah(3), Ashish Kulkarni(3), Kanika Agarwal(3), Sunny Raj Rathod(3), Ganesh Ramakrishnan(3), Anuj Kumar(2), Dongyeop Kang(2), Anusha Balakrishnan(2), Y-Lan Boureau(2), Jason Weston(2)