← Authors

Pararth Shah

12 papers · 2018–2023 · 6 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer πŸƒ Academic Marathon (5) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (7) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (6) πŸ—ΊοΈ Taxonomy Completionist (28) πŸ† Keyword Champion (2) πŸ“ˆ Trend Setter πŸ’Ž Century Club (12) ⚑ Prolific Year (6) πŸ—ƒοΈ Keyword Collector (56)

Conferences

COLING (3) EMNLP (3) IJCNLP (2) NAACL (2) ACL (1) CONLL (1)

Top co-authors

Rajen Subba (5) Seungwhan Moon (5) Anuj Kumar (4) Paul Crook (3) Bing Liu (3) Anusha Balakrishnan (2) Dongyeop Kang (2) Rahul Goel (2) Dilek Hakkani-Tur (2) Aditya Gupta (2)

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