Songyuanyi Lu

Tencent Hunyuan

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Eval Frameworks & Benchmarks (1)Tool Use & Agents (1)

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Yangda Peng (1)Yunjia Qi (1)Haotian Xia (1)Guanzhong He (1)

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Jun 29, 2026

Tsinghua AI2w ago·also Tencent AI

Can LLM-as-a-Judge Reliably Verify Rubrics in Agentic Scenarios?

Even the most advanced LLMs struggle with consistent rubric verification, revealing substantial noise in scoring outputs across complex agentic scenarios.

Yangda Peng, Yunjia Qi, Haotian Xia +9

Eval Frameworks & Benchmarks Tool Use & Agents

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Songyuanyi Lu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)