Exploring Concept Depth: How Large Language Models Acquire Knowledge at Different Layers?

This is the repository that contains source code for the Explore Concept Depth.

Please cite our work:

@inproceedings{jin-etal-2025-exploring,
    title = "Exploring Concept Depth: How Large Language Models Acquire Knowledge and Concept at Different Layers?",
    author = "Jin, Mingyu and Yu, Qinkai and Huang, Jingyuan and Zeng, Qingcheng and Wang, Zhenting and Hua, Wenyue and Zhao, Haiyan and Mei, Kai and Meng, Yanda and Ding, Kaize and Yang, Fan and Du, Mengnan and Zhang, Yongfeng",
    editor = "Rambow, Owen and Wanner, Leo and Apidianaki, Marianna and Al-Khalifa, Hend and Eugenio, Barbara Di and Schockaert, Steven",
    booktitle = "Proceedings of the 31st International Conference on Computational Linguistics",
    month = jan,
    year = "2025",
    address = "Abu Dhabi, UAE",
    publisher = "Association for Computational Linguistics",
    url = "https://aclanthology.org/2025.coling-main.37/",
    pages = "558--573"
}

Website License

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.