Balancing Precision and Generalization: Dynamic Instruction Generation for Model Adaptive Zero-Shot Reasoning in LLMs.

@inproceedings{zhu-2025-balancing, author = {Ruihan Zhu and Bo Wang and Dongming Zhao and Jing Liu and Ruifang He and Yuexian Hou}, editor = {Nicola Ferro and Maria Maistro and Gabriella Pasi and Omar Alonso and Andrew Trotman and Suzan Verberne}, title = {{Balancing Precision and Generalization: Dynamic Instruction Generation for Model Adaptive Zero-Shot Reasoning in LLMs}}, booktitle = {{Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2025, Padua, Italy, July 13-18, 2025}}, pages = {2921--2925}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3726302.3730170}, doi = {https://doi.org/10.1145/3726302.3730170} }