@inproceedings{deng-etal-2026-compile, title = { {Compile by Training: Turning Natural-Language Specifications into Local Neural Functions} }, author = {Deng, Yuntian and Nie, Pengyu and Shieber, Stuart}, year = {2026}, booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing: System Demonstrations}, publisher = {Association for Computational Linguistics}, pages = {830--839}, doi = {10.18653/2026.emnlp-demos.78}, month = {October}, address = {Budapest, Hungary}, isbn = {979-8-89176-461-3}, editor = {Agrawal, Sweta and Abad, Alberto}, url = {https://aclanthology.org/2026.emnlp-demos.78/} }