Pararth Shah
10 papers · 2018–2023 · 5 venues · across top CS/AI venues
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Artificial Intelligence
(8)
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(6)
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Deep Learning
(3)
Machine Learning
(3)
Reinforcement Learning
(3)
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(3)
Applications Β· Natural Language Processing
(2)
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Data Science & Analytics
(1)
Knowledge & Reasoning
(1)
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(1)
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dialogue system
(4)
reinforcement learning
(3)
episodic memory
(2)
question answering
(2)
neural network
(2)
attention mechanism
(2)
knowledge graph
(2)
dialog policy
(2)
memory retrieval
(1)
task-oriented dialogue
(1)
self-supervised learning
(1)
natural language understanding
(1)
zero-shot learning
(1)
multimodal learning
(1)
semantic parsing
(1)
text classification
(1)
recommendation system
(1)
cooperative game
(1)
zero-shot transfer
(1)
end-to-end learning
(1)
Papers
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs
EMNLP 2023
Improving Top-K Decoding for Non-Autoregressive Semantic Parsing via Intent Conditioning
COLING 2022
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming
COLING 2020
User Memory Reasoning for Conversational Recommendation
COLING 2020
Memory Graph Networks for Explainable Memory-grounded Question Answering
CoNLL 2019
Memory Grounded Conversational Reasoning
EMNLP 2019
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
ACL 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
EMNLP 2019
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning
NAACL 2018
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
NAACL 2018