AI RESEARCH
Language Models Don't Know What You Want: Evaluating Personalization in Deep Research Needs Real Users
arXiv CS.CL
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ArXi:2603.16120v1 Announce Type: new Deep Research (DR) tools (e.g. OpenAI DR) help researchers cope with ballooning publishing counts. Such tools can synthesize scientific papers to answer researchers' queries, but lack understanding of their users. We change that in MyScholarQA (MySQA), a personalized DR tool that: 1) infers a profile of a user's research interests; 2) proposes personalized actions for a user's input query; and 3) writes a multi-section report for the query that follows user-approved actions.