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← Authors

Jingyi Ren

2 papers · 2026–2026 · 1 conference · across top CS/AI conferences

Conferences

ACL (2)

Top co-authors

Ante Wang (2) Yang Liu (2) Weitao Li (2) Weizhi Ma (2) Xiaolong Wang (2) Yunghwei Lai (1) Boran Xiang (1) Linlu GONG (1) Zhinan Gou (1)

Keywords

reinforcement learning (2) uncertainty quantification (1) mathematical reasoning (1) model uncertainty (1) retrieval-augmented generation (1) knowledge grounding (1) data uncertainty (1) large language model (1) uncertainty attribution (1) difficulty-aware curriculum (1)

Papers

Beyond "I Don’t Know": Evaluating LLM Self-Awareness in Discriminating Data and Model Uncertainty ACL 2026 UR2 : Unify RAG and Reasoning through Reinforcement Learning ACL 2026