- MedType: Improving Medical Entity Linking with Semantic Type Prediction (AMIA 2021)
- Keeping Up Appearances: Computational Modeling of Face Acts in Persuasion Oriented Discussions (EMNLP 2020)
- Incorporating Multi-Level Features for Multi-Granular Propaganda Span Identification (SemEval 2020)
- Tartan team reached the semi-finals of the 3rd Alexa Dialogue Challenge (2019)
- Analyzing the Extent of Misinformation in Cancer Related Tweets (ICWSM 2020)
- A Multistream Vector Representation for use in Natural Dialog (LREC 2020)
- Improving Distantly Supervised Neural Relation Extraction using Side Information (EMNLP 2018)
Research Experience
- Google DeepMind: Senior research engineer, focusing on the generation and alignment capabilities of large language models
- Samsung Research Institute, Bangalore, India: Worked in the Voice Intelligence Team on dialogue systems and chat-bots
- Indian Institute of Science, Bangalore: Worked with Partha Talukdar at the Machine and Language Learning (MALL) Lab
Education
- Master's Degree: Language Technologies Institute, School of Computer Science, Carnegie Mellon University (Advisors: Alan W Black, Yulia Tsvetkov, Alex Rudnicky)
- Bachelor's Degree: B.Eng. in Computer Science from Birla Institute of Technology and Science, Pilani, India
Background
- Research Interests: Improving the generation and alignment capabilities of large language models, specifically RLHF and preference optimization
- Professional Field: Natural Language Processing, Dialogue Systems, Machine Learning
- Brief Introduction: Senior research engineer at Google DeepMind, focusing on large language model research.