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LLM Student Modeling Strategies

Steps to Reproduce

  1. Download the Eedi Dataset and put train.csv and misconception_mapping.csv in /eedi_data folder.
  2. Put credentials in .env file
  3. Setup a python 3.11 environment with the packages in requirements.txt
  4. Afterwards you can run the notebooks in ascending order. Note, find further details in the notebooks and our paper, because many of them do require manual input/labeling (e.g., preprocessing requires you to label solvability).

Dataset

This project uses the EEDI Mining Misconceptions dataset, licensed under Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0)

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TBD

Contact

Feel free to open an issue or send an email to yanick.zengaffinen@inf.ethz.ch.

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