2025 "knowledge acquisition" Papers
4 papers found
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 2025posterarXiv:2411.05877
8
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
Unveiling the Learning Mind of Language Models: A Cognitive Framework and Empirical Study
Zhengyu Hu, Jianxun Lian, Zheyuan Xiao et al.
NeurIPS 2025posterarXiv:2506.13464
3
citations