"knowledge acquisition" Papers

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Conference

AAAI 2025 (3,028)COLM 2025 (418)CVPR 2025 (2,873)ICCV 2025 (2,701)ICLR 2025 (3,827)ICML 2025 (3,340)ISMAR 2025 (229)NEURIPS 2025 (5,858)AAAI 2024 (2,289)CVPR 2024 (2,716)ECCV 2024 (2,387)ICLR 2024 (2,297)ICML 2024 (2,635)

Paper Type

poster (24,624)paper (8,558)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

Generative Adapter: Contextualizing Language Models in Parameters with A Single Forward Pass

Tong Chen, Hao Fang, Patrick Xia et al.

ICLR 2025arXiv:2411.05877
10
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
6
citations

Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study

Zhengyu Hu, Jianxun Lian, Zheyuan Xiao et al.

NEURIPS 2025arXiv:2506.13464
3
citations

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

Subbarao Kambhampati, Karthik Valmeekam, Lin Guan et al.

ICML 2024spotlight

Position: Why We Must Rethink Empirical Research in Machine Learning

Moritz Herrmann, F. Julian D. Lange, Katharina Eggensperger et al.

ICML 2024arXiv:2405.02200
24
citations