Mechanistic Interpretability for Understanding Language Abilities in Large Language Models: A Survey

Xufeng Duan, Zhaoqian Yao, Xinyu Zhou, Zihao Fu, Beijia Kan, Yibo Wang, Bei Xiao, Hengyuan Zhang, Xuemei Tang, Ercong Nie, Zhenguang G. Cai

Open source

DOI
10.20944/preprints202607.1441.v1
Published
2026-07-20
Container
Not recorded
Publisher
MDPI AG
Open access
unknown

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BibTeX

@article{allodium:10.20944/preprints202607.1441.v1,
  title = {Mechanistic Interpretability for Understanding Language Abilities in Large Language Models: A Survey},
  author = {Xufeng Duan and Zhaoqian Yao and Xinyu Zhou and Zihao Fu and Beijia Kan and Yibo Wang and Bei Xiao and Hengyuan Zhang and Xuemei Tang and Ercong Nie and Zhenguang G. Cai},
  year = {2026},
  doi = {10.20944/preprints202607.1441.v1},
  url = {https://doi.org/10.20944/preprints202607.1441.v1}
}

RIS

TY  - JOUR
TI  - Mechanistic Interpretability for Understanding Language Abilities in Large Language Models: A Survey
AU  - Xufeng Duan
AU  - Zhaoqian Yao
AU  - Xinyu Zhou
AU  - Zihao Fu
AU  - Beijia Kan
AU  - Yibo Wang
AU  - Bei Xiao
AU  - Hengyuan Zhang
AU  - Xuemei Tang
AU  - Ercong Nie
AU  - Zhenguang G. Cai
PY  - 2026
DO  - 10.20944/preprints202607.1441.v1
UR  - https://doi.org/10.20944/preprints202607.1441.v1
ER  - 

APA

Duan, X., Yao, Z., Zhou, X., Fu, Z., Kan, B., Wang, Y., Xiao, B., Zhang, H., Tang, X., Nie, E., & Cai, Z. G. (2026). Mechanistic Interpretability for Understanding Language Abilities in Large Language Models: A Survey. https://doi.org/10.20944/preprints202607.1441.v1

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