Interactive System for Reducing Error Propagation in Multi-Stage Ancient Egyptian Text Analysis

Maksim Golyadkin; Innokentiy Humonen; Ilya Makarov

IJCAI 20260 citations

Interactive System for Reducing Error Propagation in Multi-Stage Ancient Egyptian Text Analysis

Maksim Golyadkin, Innokentiy Humonen, Ilya Makarov

Abstract

We present a web-based system that brings an image-to-text pipeline for Ancient Egyptian hieroglyphs into a single interactive workspace. Instead of only producing a final transcription, our system exposes editable intermediate results so users can validate and correct the pipeline step by step. User edits are stored as image-aligned annotations, which supports both real-time text analysis and dataset creation. Quantitative results indicate improved efficiency and output quality relative to a manual baseline. A demonstration video is available at https://drive.google.com/file/d/1Wjy5vwbnX8kOqhb1ZHWWqi_qfXTUJHVr/view?usp=sharing.

BibTeX

@inproceedings{ijcai2026_interactivesyste,
  title = {Interactive System for Reducing Error Propagation in Multi-Stage Ancient Egyptian Text Analysis},
  author = {Maksim Golyadkin and Innokentiy Humonen and Ilya Makarov},
  booktitle = {IJCAI 2026},
  year = {2026}
}