4 papers
Trust Me on This: A User Study of Trustworthiness for RAG Responses
Weronika Łajewska, Krisztian Balog
The integration of generative AI into information access systems often presents users with synthesized answers that lack transparency. This study investigates how different types o…
SciNUP: Natural Language User Interest Profiles for Scientific Literature Recommendation
Mariam Arustashvili, Krisztian Balog
The use of natural language (NL) user profiles in recommender systems offers greater transparency and user control compared to traditional representations. However, there is scarci…
UiS-IAI@LiveRAG: Retrieval-Augmented Information Nugget-Based Generation of Responses
Weronika Łajewska, Ivica Kostric, Gabriel Iturra-Bocaz +2
Retrieval-augmented generation (RAG) faces challenges related to factual correctness, source attribution, and response completeness. The LiveRAG Challenge hosted at SIGIR'25 aims t…
MultiConAD: A Unified Multilingual Conversational Dataset for Early Alzheimer's Detection
Arezo Shakeri, Mina Farmanbar, Krisztian Balog
Dementia is a progressive cognitive syndrome with Alzheimer's disease (AD) as the leading cause. Conversation-based AD detection offers a cost-effective alternative to clinical met…