Pararth Shah
12 papers · 2018–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (28)
π
Interdisciplinary Bridge
π
Conference Polyglot
(6)
πΊοΈ
Taxonomy Completionist
(28)
π
Keyword Champion
(2)
π
Trend Setter
π
Century Club
(12)
β‘
Prolific Year
(6)
ποΈ
Keyword Collector
(56)
Conferences
COLING (3)
EMNLP (3)
IJCNLP (2)
NAACL (2)
ACL (1)
CONLL (1)
Top co-authors
Keywords
dialogue system
(5)
episodic memory
(3)
reinforcement learning
(3)
question answering
(3)
self-supervised learning
(2)
attention mechanism
(2)
multi-modal dialog
(2)
neural network
(2)
knowledge graph
(2)
conversational reasoning
(2)
goal-oriented dialogue
(2)
dialog policy
(2)
memory retrieval
(1)
natural language understanding
(1)
task-oriented dialogue
(1)
zero-shot learning
(1)
multimodal learning
(1)
zero-shot transfer
(1)
semantic parsing
(1)
text classification
(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
User Memory Reasoning for Conversational Recommendation
COLING 2020
Resource Constrained Dialog Policy Learning Via Differentiable Inductive Logic Programming
COLING 2020
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
IJCNLP 2019
Memory Grounded Conversational Reasoning
IJCNLP 2019
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
ACL 2019
Memory Graph Networks for Explainable Memory-grounded Question Answering
CONLL 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue
EMNLP 2019
Memory Grounded Conversational Reasoning
EMNLP 2019
Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems
NAACL 2018
Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning
NAACL 2018