Arturo Rodriguez Herrera
2024
Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction
Laura Manrique-Gomez
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Tony Montes
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Arturo Rodriguez Herrera
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Ruben Manrique
Proceedings of the 4th International Conference on Natural Language Processing for Digital Humanities
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.
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