@article{disambiguationcentricfinetuningmakes, title = {Disambiguation-Centric Finetuning Makes Enterprise Tool-Calling LLMs More Realistic and Less Risky}, author = {Ashutosh Hathidara and Julien Yu and Sebastian Schreiber}, year = {2025}, eprint = {2507.03336}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.03336v1}, }