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TextToLaTeX

This project runs an experiment training a code-generation focused AI model to learn how to translate the appropriate portions of plain English text into LaTeX format.

How to run:

  • Install all packages from requirements.txt
  • Run the data preprocess script
  • Run the scripts in the training directory to fine-tune each pair of models
  • Run the evaluation scripts to generate results

Directory Structure

  • src
    • datapreprocessing.py
    • training
      • training script 1
      • training script 2
    • evaluation
      • evaluation script 1
      • evaluation script 2

Credits:

  • @abbyPitcairn: author
  • @CDurepos: author

Version:

August 11, 2025

About

A repository for research done on English to LaTeX, and speech to LaTeX, translations with machine-learning models, at the University of Southern Maine's Artificial Intelligence and Information Retrieval (AIIR) Laboratory

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