MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling

@article{ning2026,
  title = {MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling},
  author = {Ding, Ning and Liu, Fangcheng and Kim, Kyungrae and Hao, Linji and Lee, Kyenghun and Ko, Hyeonmok and Tang, Yehui},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
  doi = {10.18653/2026.emnlp-main.2661},
  url = {https://doi.org/10.18653/2026.emnlp-main.2661},
}

Ding, Ning et al. (2026). MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. https://doi.org/10.18653/2026.emnlp-main.2661

Ding, Ning, et al.. "MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026, https://doi.org/10.18653/2026.emnlp-main.2661.

Ding, Ning, et al.. "MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026). https://doi.org/10.18653/2026.emnlp-main.2661

Ding, Ning et al., 2026. MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing. Available at: <https://doi.org/10.18653/2026.emnlp-main.2661>.

TY  - JOUR
TI  - MeKi: Memory-based Expert Knowledge Injection for Efficient LLM Scaling
AU  - Ding, Ning
AU  - Liu, Fangcheng
AU  - Kim, Kyungrae
AU  - Hao, Linji
AU  - Lee, Kyenghun
AU  - Ko, Hyeonmok
AU  - Tang, Yehui
PY  - 2026
JO  - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
DO  - 10.18653/2026.emnlp-main.2661
UR  - https://doi.org/10.18653/2026.emnlp-main.2661
ER  -