Large Language Models Can Self-Improve In Long-Context Reasoning
Large language models (LLMs) can self-improve in long-context reasoning through proper prompting strategies, enhancing their ability to understand and generate human-like text.
This is a Plain English Papers summary of a research paper called Breakthrough: Language AI Models Can Learn From Their Own Outputs, Enhancing Long-Form Reasoning. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Large language models (LLMs) have shown impressive capabilities in various tasks, including long-context reasoning. This paper explores the potential of LLMs to self-improve in long-context reasoning through appropriate prompting strategies. The key findings suggest that LLMs can leverage their own outputs to enhance their r...