Swaroop Mishra

Teaching LLMs to Plan: Logical Chain-of-Thought Instruction Tuning for Symbolic Planning

Prompted Policy Search: Reinforcement Learning through Linguistic and Numerical Reasoning in LLMs

Towards Compute-Optimal Many-Shot In-Context Learning

Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting

PolyMATH: A Challenging Multi-Modal Mathematical Reasoning Benchmark