2025 "knowledge integration" Papers

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A$^3$E: Towards Compositional Model Editing

Hongming Piao, Hao Wang, Dapeng Wu et al.

NeurIPS 2025poster

Are Transformers Able to Reason by Connecting Separated Knowledge in Training Data?

Yutong Yin, Zhaoran Wang

ICLR 2025posterarXiv:2501.15857
2
citations

Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning

Jiayu Wang, Yifei Ming, Zixuan Ke et al.

NeurIPS 2025posterarXiv:2506.04723
1
citations

Towards Minimizing Feature Drift in Model Merging: Layer-wise Task Vector Fusion for Adaptive Knowledge Integration

Wenju Sun, Qingyong Li, Wen Wang et al.

NeurIPS 2025posterarXiv:2505.23859
2
citations