3 papers
cs.CL2026
SlideLab: Audience-Centered Scientific Slide Generation and Evaluation
Vidushee Vats, Karun Sharma, Yuxia Wang
Scientific presentations are more than summaries of research papers. They need to present the work in a coherent sequence, explain the main ideas clearly, and help the audience fol…
cs.AI2026
AppliedScientist: Automated Scientific Revision Through Iterative AI Reviewing
Vidushee Vats, Karun Sharma, Shengzhi Li +1
Automated reviewing systems are increasingly evaluated based on the quality of the reviews they produce. Yet a review is only useful if acting on it leads to a measurable improveme…
cs.CL2026
IntelliAsk: Learning to Ask High-Quality Research Questions via RLVR
Karun Sharma, Vidushee Vats, Shengzhi Li +3
Peer review relies on substantive, evidence-based questions, yet current LLMs generate surface-level queries that perform worse than human reviewer questions in expert evaluation.…