Legible Failures: Detecting and Repairing In-Context Binding Errors

Manas Venkata Sai Ravulapalli, Samrath Singh Chadha, Abhinav M. Hari

A wrong answer does not show whether the model lacked the needed information or held it and failed to use it. On an entity-obligation binding task, a language model can emit an inc…