@article{beyondsurfaceformssymboliceditsasatestfo, title = {Beyond Surface Forms: Symbolic Edits as a Test for Logical Reasoning with LLMs}, author = {Ramya Keerthy Thatikonda and Wray Buntine and Ehsan Shareghi}, year = {2026}, eprint = {2608.30256}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2608.30256}, }