From the 1 of 3 linked papers with an AI index.
3 papers
cs.IR2026
Boolean queries are all you need?
Charles L. A. Clarke, Mark D. Smucker
The paper evaluates an LLM‑driven search agent that relies solely on a Boolean retrieval engine to rank documents in the MS MARCO V2.1 collection, achieving competitive NDCG@10 sco…
cs.IR2026
Resources for Automated Evaluation of Assistive RAG Systems that Help Readers with News Trustworthiness Assessment
Dake Zhang, Mark D. Smucker, Charles L. A. Clarke
Many readers today struggle to assess the trustworthiness of online news because reliable reporting coexists with misinformation. The TREC 2025 DRAGUN (Detection, Retrieval, and Au…
cs.IR2025
Extending MovieLens-32M to Provide New Evaluation Objectives
Mark D. Smucker, Houmaan Chamani
Offline evaluation of recommender systems has traditionally treated the problem as a machine learning problem. In the classic case of recommending movies, where the user has provid…