2 papers
cs.CL2026
BiomedSQL: Text-to-SQL for Scientific Reasoning on Biomedical Knowledge Bases
Mathew J. Koretsky, Maya Willey, Owen Bianchi +7
Biomedical researchers increasingly rely on large-scale structured databases for complex analytical tasks. However, current text-to-SQL systems often struggle to map qualitative sc…
cs.CL2025
Challenging the Evaluator: LLM Sycophancy Under User Rebuttal
Sungwon Kim, Daniel Khashabi
Large Language Models (LLMs) often exhibit sycophancy, distorting responses to align with user beliefs, notably by readily agreeing with user counterarguments. Paradoxically, LLMs…