I am a research scientist on the Facebook Conversational AI team. My research interests are primarily focused on multi-modal learning and knowledge-grounded learning for applications in various NLP tasks.
Prior to joining Facebook, I completed my PhD at Carnegie Mellon University where I worked with Prof. Jaime Carbonell on proactive transfer learning and multi-modal learning with applications in NLP and CV. During my studies, I also worked on various projects at Microsoft, Samsung, Disney, and Snapchat Research.
Interests
Multi-modal learning, transfer learning, memory networks, dialog understanding
Latest Publications
EMNLP - November 5, 2019
Memory Grounded Conversational Reasoning
Shane Moon, Pararth Shah, Anuj Kumar, Rajen Subba
ACL - July 29, 2019
OpenDialKG: Explainable Conversational Reasoning with Attention-based Walks over Knowledge Graphs
Shane Moon, Pararth Shah, Anuj Kumar, Rajen Subba