@inproceedings{manrique-gomez-etal-2024-historical,
    title = "Historical Ink: 19th Century {L}atin {A}merican {S}panish Newspaper Corpus with {LLM} {OCR} Correction",
    author = "Manrique-Gomez, Laura  and
      Montes, Tony  and
      Rodriguez Herrera, Arturo  and
      Manrique, Ruben",
    editor = {H{\"a}m{\"a}l{\"a}inen, Mika  and
      {\"O}hman, Emily  and
      Miyagawa, So  and
      Alnajjar, Khalid  and
      Bizzoni, Yuri},
    booktitle = "Proceedings of the 4th International Conference on Natural Language Processing for Digital Humanities",
    month = nov,
    year = "2024",
    address = "Miami, USA",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/fix-sig-urls/2024.nlp4dh-1.13/",
    doi = "10.18653/v1/2024.nlp4dh-1.13",
    pages = "132--139",
    abstract = "This paper presents two significant contributions: First, it introduces a novel dataset of 19th-century Latin American newspaper texts, addressing a critical gap in specialized corpora for historical and linguistic analysis in this region. Second, it develops a flexible framework that utilizes a Large Language Model for OCR error correction and linguistic surface form detection in digitized corpora. This semi-automated framework is adaptable to various contexts and datasets and is applied to the newly created dataset."
}