https://mrtanke.github.io/tags/verification/ Recent content in Verification on Tan Ke Hugo -- 0.161.1 en-us Fri, 01 May 2026 10:11:25 +0000 https://mrtanke.github.io/posts/2026-05-01-math-shepherd/ Fri, 01 May 2026 10:11:25 +0000 https://mrtanke.github.io/posts/2026-05-01-math-shepherd/ <p>This is the talk and presentation I’ve given during seminar &ldquo;Process Reward Modeling in LLMs&rdquo; at the University of Heidelberg.</p> <p>It involves a presentation and a short academic discussions, the content is about paper sharing, experiments, and reproduction results with classmates and professors.</p> <p>The paper name is &ldquo;Math-Shepherd: Verify and Reinforce LLMs Step-by-Step without Human Annotations&rdquo; (<a href="https://arxiv.org/abs/2312.08935" target="_blank" rel="noopener noreferrer">Wang et al., 2024</a>).</p> <p>You could find the paper and slide here:</p> <p><a href="Math-Shepherd_paper.pdf">Annotated Paper (PDF)</a> | <a href="Math-Shepherd_ppt.pdf">Preview Slides (PDF)</a></p>