Jiani Guo

ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models

Large Language Models (LLMs), constrained by limited context windows, often face significant performance degradation when reasoning over long contexts. To address this, Retrieval-Augmented Generation (RAG) retrieves and reasons over chunks but frequently sacrifices logical coherence due to its relia