Parsel: Algorithmic Reasoning with Language Models by Composing Decompositions

Eric Zelikman, Qian Huang, Gabriel Poesia +2

Despite recent success in large language model (LLM) reasoning, LLMs struggle with hierarchical multi-step reasoning tasks like generating complex programs. For these tasks, humans…