Dutta, Subhabrata

4 publications

TMLR 2025 Illusion or Algorithm? Investigating Memorization, Emergence, and Symbolic Processing in In-Context Learning Jingcheng Niu, Subhabrata Dutta, Ahmed Elshabrawy, Harish Tayyar Madabushi, Iryna Gurevych

AAAI 2024 Frugal LMs Trained to Invoke Symbolic Solvers Achieve Parameter-Efficient Arithmetic Reasoning Subhabrata Dutta, Ishan Pandey, Joykirat Singh, Sunny Manchanda, Soumen Chakrabarti, Tanmoy Chakraborty

TMLR 2024 How to Think Step-by-Step: A Mechanistic Understanding of Chain-of-Thought Reasoning Subhabrata Dutta, Joykirat Singh, Soumen Chakrabarti, Tanmoy Chakraborty

NeurIPS 2021 Redesigning the Transformer Architecture with Insights from Multi-Particle Dynamical Systems Subhabrata Dutta, Tanya Gautam, Soumen Chakrabarti, Tanmoy Chakraborty