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ZENODO
Dataset . 2024
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2024
License: CC BY
Data sources: Datacite
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AI-Generated Software requirements from Bug Reports/Feature Request

Research datakeyboard_double_arrow_right Dataset 01 Jan 2024Publisher:Zenodo
Authors: Paiva, Guilherme; Canedo, Edna Dias;

doi: 10.5281/zenodo.13685804

AI-Generated Software requirements from Bug Reports/Feature Request

Abstract

This repository comprehends the dataset and scripts used to generate Software Requirements using LLM from Bug Reports and Feature Requests from the 3 most popular Machine Learning Repositories on Github: Scikit-learn, TensorFlow, and Transformers.Repository Structure: Issues Dataset scikit-learn_dataset.csv tensorflow_dataset.csv trasnformers_dataset.csv IPython Notebook Scripts analyze_requirements.ipynb generate_requirements.ipynb extract_issues.ipynb wordcloud.ipynb AI-Generated Requirements Dataset responses_dataset.jsonl

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average