# Enhancing Systematic Reviews with Large Language Models: Using GPT-4 and Kimi

arXiv: https://arxiv.org/abs/2504.20276 · HTML: https://mlsanity.com/paper/2504.20276/

## Key facts

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- First posted on arXiv 28 Apr 2025.

## Abstract (arXiv)

This research delved into GPT-4 and Kimi, two Large Language Models (LLMs), for systematic reviews. We evaluated their performance by comparing LLM-generated codes with human-generated codes from a peer-reviewed systematic review on assessment. Our findings suggested that the performance of LLMs fluctuates by data volume and question complexity for systematic reviews.