Data Checklist: On Unit-Testing Datasets with Usable Information

Heidi C. Zhang, Shabnam Behzad, Kawin Ethayarajh +1

Model checklists (Ribeiro et al., 2020) have emerged as a useful tool for understanding the behavior of LLMs, analogous to unit-testing in software engineering. However, despite da…