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MAPLE

The code for Paper "MAPLE: Mobile App Prediction Leveraging Large Language Model Embeddings."

To view the detailed model, please check the link to the paper : https://arxiv.org/pdf/2309.08648.pdf

data: Contains the example input files

finetune.py: Contains training code (Inspired by Huggingface seq2seq example file with slight modifications)

predict.py: Contains inference code to generate a result file (Inspired from Huggingface seq2seq example file with slight modifications)

run_main.sh: the main script for run finetuned.py and predict.py

Bibtex

If you find this code or the paper useful, please consider citing:

@article{khaokaew2024maple,
  title={MAPLE: Mobile App Prediction Leveraging Large Language model Embeddings},
  author={Khaokaew, Yonchanok and Xue, Hao and Salim, Flora D},
  journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
  volume={8},
  number={1},
  pages={1--25},
  year={2024},
  publisher={ACM New York, NY, USA}
}