conftrace_

rubric-guided evaluation

2 papers

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Co-occurring keywords · papers mentioning both

large language model (2) reasoning agent (1) tutor evaluation (1) educational dialogue (1) rubric-based evaluation (1) pedagogical assessment (1) multi-agent framework (1) peer review (1) multi-step reasoning (1) structured reasoning (1)

Papers

ReviewGrounder: Improving Review Substantiveness with Rubric-Guided, Tool-Integrated Agents ACL 2026 Emergent Wisdom at BEA 2025 Shared Task: From Lexical Understanding to Reflective Reasoning for Pedagogical Ability Assessment ACL 2025