Xin Cong

Enhancing Open-Domain Task-Solving Capability of LLMs via Autonomous Tool Integration from GitHub

2023 · arXiv (Cornell University)

Large Language Models (LLMs) excel in traditional natural language processing tasks but struggle with problems that require complex domain-specific calculations or simulations. While equipping LLMs with external tools to build LLM-based agents can enhance their …

UniMem: Towards a Unified View of Long-Context Large Language Models

2024 · arXiv (Cornell University)

Long-context processing is a critical ability that constrains the applicability of large language models (LLMs). Although there exist various methods devoted to enhancing the long-context processing ability of LLMs, they are developed in an isolated …