【电信学院】学术讲座： Xue Li《High-Order Reasoning with Large Language Model in Life-Critical Decisions》

新闻来源：点击数：更新时间：2024-11-26

报告题目	High-Order Reasoning with Large Language Model in Life-Critical Decisions
报告人	Xue Li（Professor, The University of Queensland）
报告时间	2024年11月27日（周三）晚上18:30
报告地点	椒江校区科技综合楼401会议室
报告内容简介	This talk is to report our recent research effort on how to use large language models for the high-order reasoning to help professionals to make timely decisions that are often life-critical. LLMs can be used to analyse complex contextual information, generate possible solutions, and provide recommendations or insights to humans making critical choices. In low-order reasoning, search-based approaches draw conclusions on what-where-when-how-why type questions finding readily available answers in the solution space. In high-order reasoning, a conclusion is not simply to be derived or found but to be assessed based on the heuristics of a certain circumstance, where some preferences are considered, and outcomes are verified. In high-order reasoning, a sequence of conclusions is made available one-after-another and assessed consecutively. Thus, different algorithms or models can be applied, and different ranking criteria can be used to compare conclusions that can be exploited from the given evidence.
承办学院	电子与信息工程学院
发布日期	2024年11月26日
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