V-Rubrics and EgoTools accepted to EMNLP 2026: rubric-based RL and egocentric tool reasoning

liuziwei7 · x · 2026-10-26

shulintian announces two papers at EMNLP 2026 in Budapest (Oct 26, Hall H, HUNGEXPO): V-Rubrics uses rubric-based reinforcement learning (GRPO) to improve visual faithfulness of vision-language models, and EgoTools introduces a real-world egocentric video dataset and benchmark for reasoning about tool affordances, geometry, procedures, and causal effects.

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