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Published at October 21PROMPTHEUS: A Human-Centered Pipeline to Streamline SLRs with LLMs
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Released Date: October 21, 2024
Authors: João Pedro Fernandes Torres, Catherine Mulligan1, Joaquim Jorge2, Catarina Moreira3
Aff.: 1ISST, Imperial College London, London, UK; 2INESC-ID, DEI/IST/UL Portugal; 3Data Science Institute, University of Technology Sydney, Sydney, Australia

| Input | Model | CPU Time (s) | Papers Found |
|---|---|---|---|
| Explainable Artificial Intelligence | GPT-3.5 | 1213 | 1287 |
| GPT-4o | 1555 | 1712 | |
| Virtual Reality | GPT-3.5 | 1319 | 1986 |
| GPT-4o | 1496 | 2833 | |
| Blockchain | GPT-3.5 | 1476 | 3000 |
| GPT-4o | 1563 | 3000 | |
| Large Language Models | GPT-3.5 | 1505 | 1400 |
| GPT-4o | 2115 | 3000 | |
| Neural Machine Translation | GPT-3.5 | 1648 | 2018 |
| GPT-4o | 1673 | 2073 |