Michalis Vlachos

Cost-Aware Human-LLM Collaboration for Post-OCR Corrections in Swiss Historical Newspapers

A regression-guided routing approach that prioritizes segments by predicted CER improvement, paired with a safeguard layer that detects harmful LLM corrections and routes uncertain segments to human review, and substantially outperforms standard confidence-based approaches is introduced.