3 papers
cs.IR2026
Total Recall QA: A Verifiable Evaluation Suite for Deep Research Agents
Mahta Rafiee, Heydar Soudani, Zahra Abbasiantaeb +3
Deep research agents have emerged as LLM-based systems designed to perform multi-step information seeking and reasoning over large, open-domain sources to answer complex questions…
cs.IR2024
Future of Information Retrieval Research in the Age of Generative AI
James Allan, Eunsol Choi, Daniel P. Lopresti +1
In the fast-evolving field of information retrieval (IR), the integration of generative AI technologies such as large language models (LLMs) is transforming how users search for an…
cs.IR2024
Interactions with Generative Information Retrieval Systems
Mohammad Aliannejadi, Jacek Gwizdka, Hamed Zamani
At its core, information access and seeking is an interactive process. In existing search engines, interactions are limited to a few pre-defined actions, such as "requery", "click…