Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors

@article{jianfei2026,
  title = {Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors},
  author = {Ma, Jianfei and Feng, Zhaoxin and Chersoni, Emmanuele and Chen, Si},
  journal = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026},
  month = {Jan},
}

Ma, Jianfei et al. (2026). Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing.

Ma, Jianfei, et al.. "Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing, 2026.

Ma, Jianfei, et al.. "Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors." Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing (2026).

Ma, Jianfei et al., 2026. Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors. Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing.

TY  - JOUR
TI  - Every Time I Hire a Linguist, Inference Costs Go Down: On Linguistic Rules as Effective Prompt Compressors
AU  - Ma, Jianfei
AU  - Feng, Zhaoxin
AU  - Chersoni, Emmanuele
AU  - Chen, Si
PY  - 2026
JO  - Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing
ER  -