GPT Capabilites for Extracting Tasks From Textual Process Descriptions

This dataset provides three tables which evaluate the capabilities of GPT 1, GPT 2, GPT 3, and GPT 4 regarding the extraction of tasks from https://doi.org/10.5281/zenodo.7783492 dataset. The performance of the LLMs is measured by calculating a range of similarity metrics: Extracted number of tasks from text vs. extracted number of tasks from Model Semantic Text Similarity: Contextual and Non-Contextual between extracted sets of tasks Semantic Text Similarity: Contextual and Non-Contextual between extracted individual tasks Similarities and Prevalence for length restricted extracted labels Similarities and Prevalence for augmented texts (each text has been paraphrased by 9 different paraphrasing methods)