Codebase & Reproduction Guide

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