2 papers
q-bio.GN2026
LA-MARRVEL: A Knowledge-Grounded, Language-Aware LLM Framework for Clinically Robust Rare Disease Gene Prioritization
Jaeyeon Lee, Lin Yao, Hyun-Hwan Jeong +1
Rare disease diagnosis requires matching variant-bearing genes to complex patient phenotypes across large and heterogeneous evidence sources. This process remains time-intensive in…
cs.LG2025
ConSol: Sequential Probability Ratio Testing to Find Consistent LLM Reasoning Paths Efficiently
Jaeyeon Lee, Guantong Qi, Matthew Brady Neeley +2
Recent advancements in large language models (LLMs) integrating explicit reasoning, such as OpenAI's o3-mini, DeepSeek-R1, and QWQ-32B, enable smaller models to solve complex tasks…