Research at the Department for Software Engineering (DIPT) at Blekinge Institute of Technology (BTH)
Welcome to a collection of research-related resources created and compiled by members of the Department of Software Engineering and Blekinge Institute of Technology (Karlskrona, Sweden). See the official website for more information on DIPT and BTH.
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Nested cross-validation with SetFit (now with less memory leakage 🥳)
SetFit is a few-shot fine-tuning framework for sentence transformers. It is especially useful with little labeled data (< 100 data points). See paper here: Efficient Few-Short Learning Without Prompts. The code we provide implements nested cross-validation to optimize the hyper-parameters and estimate the performance of the classifier.
