Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection

Joe Stacey, Lisa Alazraki, Aran Ubhi +3

We investigate the robustness of fine-tuned Large Language Models (LLMs) for the task of Natural Language Inference (NLI), finding that the in-distribution gains from fine-tuning c…