MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning

@article{mingxue2026,
  title = {MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning},
  author = {Tian, Mingxue and Zhang, Qi and Wang, Xiaohan and Chai, Jiajun and Yin, Guojun and Lin, Wei and Chen, Cailian and Xu, Qimin and Wang, Siyu and Wang, Yisen},
  journal = {Findings of the Association for Computational Linguistics: EMNLP 2026},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.findings-emnlp.975},
  url = {https://doi.org/10.18653/2026.findings-emnlp.975},
}

Tian, Mingxue et al. (2026). MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning. Findings of the Association for Computational Linguistics: EMNLP 2026. https://doi.org/10.18653/2026.findings-emnlp.975

Tian, Mingxue, et al.. "MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning." Findings of the Association for Computational Linguistics: EMNLP 2026, 2026, https://doi.org/10.18653/2026.findings-emnlp.975.

Tian, Mingxue, et al.. "MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning." Findings of the Association for Computational Linguistics: EMNLP 2026 (2026). https://doi.org/10.18653/2026.findings-emnlp.975

Tian, Mingxue et al., 2026. MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning. Findings of the Association for Computational Linguistics: EMNLP 2026. Available at: <https://doi.org/10.18653/2026.findings-emnlp.975>.

TY  - JOUR
TI  - MoE Sparsity Begets Monosemanticity: Insights into Understanding and Fine-Tuning
AU  - Tian, Mingxue
AU  - Zhang, Qi
AU  - Wang, Xiaohan
AU  - Chai, Jiajun
AU  - Yin, Guojun
AU  - Lin, Wei
AU  - Chen, Cailian
AU  - Xu, Qimin
AU  - Wang, Siyu
AU  - Wang, Yisen
PY  - 2026
JO  - Findings of the Association for Computational Linguistics: EMNLP 2026
DO  - 10.18653/2026.findings-emnlp.975
UR  - https://doi.org/10.18653/2026.findings-emnlp.975
ER  -