Constraint Back-translation Improves Complex Instruction Following of Large Language Models.

@inproceedings{qi-2025-constraint, author = {Yunjia Qi and Hao Peng and Xiaozhi Wang and Bin Xu and Lei Hou and Juanzi Li}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{Constraint Back-translation Improves Complex Instruction Following of Large Language Models}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {2388--2398}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761324}, doi = {https://doi.org/10.1145/3746252.3761324} }