Pararth Shah
Publications by Year
Research Areas
Topic Modeling, Speech and dialogue systems, Natural Language Processing Techniques, Multimodal Machine Learning Applications, Multi-Agent Systems and Negotiation
Most-Cited Works
- → OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs(2019)301 cited
- → Building a Conversational Agent Overnight with Dialogue Self-Play(2018)161 cited
- → Dialogue Learning with Human Teaching and Feedback in End-to-End Trainable Task-Oriented Dialogue Systems(2018)150 cited
- → Bootstrapping a Neural Conversational Agent with Dialogue Self-Play, Crowdsourcing and On-Line Reinforcement Learning(2018)126 cited
- → Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue(2019)83 cited
- → End-to-End Optimization of Task-Oriented Dialogue Model with Deep Reinforcement Learning(2017)51 cited
- Interactive reinforcement learning for task-oriented dialogue management(2016)
- → User Modeling for Task Oriented Dialogues(2018)46 cited
- → FollowNet: Robot Navigation by Following Natural Language Directions with Deep Reinforcement Learning(2018)43 cited
- → User Memory Reasoning for Conversational Recommendation(2020)35 cited