cs.DL · 2026-06-11 · No. 20
Digital Libraries, 2026-06-11.
1 new papers in cs.DL. Titles, authors,
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01 — The papers
1 entries-
01
On the Limits of LLM-as-Judge for Scientific Novelty Assessment
Soumitra Sinhahajari, Navonil Majumder, Soujanya Poria
cs.DL · cs.AI
LLMs are increasingly used to generate and judge scientific ideas. This makes novelty evaluation a central problem. Full idea evaluation is difficult because it often requires judging a method, its feasibility, and its empirical promise. We therefore study a cleaner upstream object: the research question (RQ). RQ generation is a prerequisite for scientific ideation, and RQs can be compared against questions pursued in real papers. We...
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