# Codebase & Reproduction Guide

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# Codebase Structure & Execution

## 1. Directory Overview

- `paper/`: LaTeX source files, TikZ diagrams (`overview_tikz.tex`), figures, and presentation slides.
- `code/plotting/`: Scripts generating progressive performance curves and slide assets (`generate_ppt_assets.py`).
- `code/evaluation/`: Metric computation (CER, WER, edit distance, cost modeling).
- `ppt assets/`: Rendered publication assets (PDF/PNG curves for baseline, random, ConfBERT, ours, safeguard, oracle).
- `DocEng presentation.pptx`: Official presentation slide deck.

## 2. Key Commands

```
# Clone the repository
git clone https://github.com/Stergios-Konstantinidis/Cost-Aware-Human-LLM-Collaboration-for-post-OCR-Corrections.git
cd Cost-Aware-Human-LLM-Collaboration-for-post-OCR-Corrections

# Generate publication and presentation assets
python3 code/plotting/generate_ppt_assets.py

# Overleaf synchronization (pull before modify, push after)
git pull origin main
git push origin main
```