NTU PhD Student to Give Talk on V-Rubrics: Item-Wise Rewards for Visual Reasoning

liuziwei7 · x · 2026-10-07

NTU PhD student Shulin Tian will present the V-Rubrics paper in a live talk on Oct 8, 8PM GMT+8: the V-Rubrics 50K dataset construction, item-wise rewards and prefix credit assignment design, plus experiments on knowledge reasoning, visual math, and chart understanding versus answer-level rewards.

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