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This is the repository for ALEX: Augmentation and Large language model methods for EXplainable social media analysis about public health.

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ALEX

Code for ADC 2023 paper Balanced and Explainable Social Media Analysis for Public Health with Large Language Models and SMM4H Competition at AMIA 2023 paper UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media.

Usage

Apply and Download datasets from SMM4H and put the files in ./dataset/ folder. You can use Colab to run each notebook one by one (recommended using Colab Pro which has A100).

Cite

If you find this repo useful, please cite

@article{ALEX1,
  author       = {Yan Jiang and Ruihong Qiu and Yi Zhang and Zi Huang},
  title        = {UQ at #SMM4H 2023: ALEX for Public Health Analysis with Social Media},
  journal      = {CoRR},
  volume       = {abs/2309.04213},
  year         = {2023},
}

@article{ALEX2,
  author       = {Yan Jiang and Ruihong Qiu and Yi Zhang and Peng-Fei Zhang},
  title        = {Balanced and Explainable Social Media Analysis for Public Health with Large Language Models},
  journal      = {CoRR},
  volume       = {abs/2309.05951},
  year         = {2023},
}

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This is the repository for ALEX: Augmentation and Large language model methods for EXplainable social media analysis about public health.

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