Spotlight "knowledge acquisition" Papers

3 papers found

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Conference

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Paper Type

poster (24,624)paper (8,140)oral (1,594)spotlight (1,421)highlight (975)

Data Mixing Can Induce Phase Transitions in Knowledge Acquisition

Xinran Gu, Kaifeng Lyu, Jiazheng Li et al.

NeurIPS 2025spotlightarXiv:2505.18091
2
citations

Understanding LLM Behaviors via Compression: Data Generation, Knowledge Acquisition and Scaling Laws

Zhixuan Pan, Shaowen Wang, Liao Pengfei et al.

NeurIPS 2025spotlightarXiv:2504.09597
5
citations

Position: LLMs Can’t Plan, But Can Help Planning in LLM-Modulo Frameworks

Subbarao Kambhampati, Karthik Valmeekam, Lin Guan et al.

ICML 2024spotlight