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Published at October 21

PROMPTHEUS: 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

Arxiv: https://arxiv.org/abs/2410.15978v2

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