This repository aggregates academic papers, surveys, and resources on reasoning abilities in LLMs. It organizes materials by technique (finetuning, prompting, in-context learning, chain-of-thought) and by evaluation/analysis. The collection is maintained by researchers at UIUC and includes contributions from Google Brain authors. It serves as a reference resource for understanding emergent reasoning capabilities and prompting strategies in language models.