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

Golyadkin, Maksim; Humonen, Innokentiy; Makarov, Ilya

doi:10.24963/ijcai.2026/965

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

Maksim Golyadkin, Innokentiy Humonen, Ilya Makarov

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Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence. Demo Track. Pages 8397-8400.

https://doi.org/10.24963/ijcai.2026/965

Keywords

AI: Multidisciplinary Topics and Applications
AI: Natural Language Processing
AI: Computer Vision

Abstract

We introduce a web tool that puts the full image-to-text pipeline for Ancient Egyptian hieroglyphs inside a single annotation 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 text analysis and dataset creation. Quantitative results indicate improved efficiency and output quality relative to a manual baseline. A demonstration video is available at Google Drive.

Maksim Golyadkin, Innokentiy Humonen, and Ilya Makarov. 2026. Interactive System for Reducing Error Propagation in Multi-Stage Ancient Egyptian Text Analysis. In Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-26. IJCAI, 8397–8400. https://doi.org/10.24963/ijcai.2026/965

@inproceedings{ijcai2026p965,
  title     = {Interactive System for Reducing Error Propagation in Multi-Stage Ancient Egyptian Text Analysis},
  author    = {Golyadkin, Maksim and Humonen, Innokentiy and Makarov, Ilya},
  booktitle = {Proceedings of the Thirty-Fifth International Joint Conference on
               Artificial Intelligence, {IJCAI-26}},
  publisher = {International Joint Conferences on Artificial Intelligence Organization},
  editor    = {Diego Calvanese},
  pages     = {8397--8400},
  year      = {2026},
  month     = {8},
  note      = {Demo Track},
  doi       = {10.24963/ijcai.2026/965},
  url       = {https://doi.org/10.24963/ijcai.2026/965},
}

TY  - CPAPER
TI  - Interactive System for Reducing Error Propagation in Multi-Stage Ancient Egyptian Text Analysis
AU  - Golyadkin, Maksim
AU  - Humonen, Innokentiy
AU  - Makarov, Ilya
T2  - Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence, IJCAI-26
PB  - International Joint Conferences on Artificial Intelligence Organization
PY  - 2026
SP  - 8397
EP  - 8400
DO  - 10.24963/ijcai.2026/965
UR  - https://doi.org/10.24963/ijcai.2026/965
ER  -