The ability of migration scholars to synthesize knowledge is increasingly hindered by the rapid expansion of the field — both in volume and interdisciplinarity.
To address this challenge, we develop LlaMig (Large Language Model for Migration Research), an open-source, locally deployable framework designed to transform large volumes of scholarly text into a structured, queryable database.
LlaMig (this model) is a fine-tuned version of the
meta-llama/Llama-3.2-3B-Instruct model.
Scholars in migration studies and climate induced migration can use this model to classify literature on the topic.
Potential ahallucinations, always check the results.
1@misc{LlaMig2025,
2 title={Deep literature reviews: an application of fine-tuned language models to migration research},
3 author={Stefano M. Iacus and Haodong Qi and Jiyoung Han},
4 year={2025},
5 eprint={2504.13685},
6 archivePrefix={arXiv},
7 primaryClass={cs.CL},
8 url={https://arxiv.org/abs/2504.13685},
9}
10
