Work

Applying Large Language Models to Interactive Information Retrieval: A Practical Exploration

Year: 2025

Type: conference-paper

Abstract: This half-day interactive tutorial provides researchers with practical skills to use large language models (LLMs) for interactive information retrieval research.Through hands-on exercises and real-world research examples, participants will learn to set up LLMs locally, integrate them via APIs, and evaluate their outputs.The tutorial will explain which models suit specific research needs, offering participants a robust toolkit to enhance their work.Attendees will also gain insights into the latest developments in the field, ensuring they stay at the forefront of innovation.Ideal for researchers eager to explore new methodologies in information retrieval, this tutorial offers foundational knowledge and cutting-edge strategies to use LLMs in interactive information retrieval research.

Source: ACM SIGIR Conference on Human Information Interaction and Retrieval (CHIIR)

DOI: 10.1145/3698204.3716478

Authors: Johanne R Trippas, Oleg Zendel, Adam Roegiest

Institution: RMIT University

Language: English

Topic: Information Retrieval and Search Behavior

Subfield: Information Systems

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

Funder: Australian Research Council

Award: ARC Centre of Excellence for Automated Decision-Making and Society