信息来源：人大高瓴人工智能学院 发布日期：2026年7月3日

智能信息检索

讲座时间：

7月6日-7月9日（周一至周四）14:00-17:00

7月13日-7月16日（周一至周四）14:00-17:00

讲座地点：立德楼802

主持人：文继荣 中国人民大学高瓴人工智能学院执行院长

主办单位：中国人民大学高瓴人工智能学院

主讲人：Jian-Yun Nie（聂建云） 加拿大蒙特利尔大学教授

Jian-Yun Nie is a professor at the Department of Computer Science and Operations Research, University aof Montreal, and Canada research chair on natural language processing and applications. His research focuses on various problems of information retrieval and natural language processing, including information retrieval models, web search, cross-language information retrieval, recommendation systems, query suggestion, question answering and dialogue. Jian-Yun Nie has published over 250 papers in the main journals and conferences in IR and NLP. He is an associate editor of 4 journals. He has served as general chair, PC chair and local organization chair for SIGIR conferences, as well as for several other conferences and workshops. He regularly serves as senior PC members of major conferences such as SIGIR, CIKM, ACL, EMNLP, COLING, WWW. He received several best paper awards, including a Best paper award and a Test-of-Time honorable mention award from SIGIR. He is inducted to the ACM SIGIR Academy in 2022 for his contributions to the IR field.

讲座安排

第一讲 信息检索概述及实际应用

Introduction to IR and applications

7月6日（周一）14:00-17:00

第二讲 文本处理与文档索引

Text processing and document indexing

7月7日（周二）14:00-17:00

第三讲 布尔检索模型与向量空间模型

Boolean model and vector space model

7月8日（周三）14:00-17:00

第四讲 概率检索模型与统计语言模型

Probabilistic model and Statistical language model

7月9日（周四）14:00-17:00

第五讲 深度学习基础

Deep learning basics

7月13日（周一）14:00-17:00

第六讲 稠密检索模型

Dense retrieval models

7月14日（周二）14:00-17:00

第七讲 大语言模型及其在信息检索中的应用

LLMs and their utilizations in IR

7月15日（周三）14:00-17:00

第八讲 行业未来发展趋势探讨

Discussions on future developments

7月16日（周四）14:00-17:00