4 papers
CoachGPT: A Scaffolding-based Academic Writing Assistant
Fumian Chen, Sotheara Veng, Joshua Wilson +2
Academic writing skills are crucial for students' success, but can feel overwhelming without proper guidance and practice, particularly when writing in a second language. Tradition…
FAIR-QR: Enhancing Fairness-aware Information Retrieval through Query Refinement
Fumian Chen, Hui Fang
Information retrieval systems such as open web search and recommendation systems are ubiquitous and significantly impact how people receive and consume online information. Previous…
Behavior Alignment: A New Perspective of Evaluating LLM-based Conversational Recommender Systems
Dayu Yang, Fumian Chen, Hui Fang
Large Language Models (LLMs) have demonstrated great potential in Conversational Recommender Systems (CRS). However, the application of LLMs to CRS has exposed a notable discrepanc…
Toward Automatic Group Membership Annotation for Group Fairness Evaluation
Fumian Chen, Dayu Yang, Hui Fang
With the increasing research attention on fairness in information retrieval systems, more and more fairness-aware algorithms have been proposed to ensure fairness for a sustainable…