Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction
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arXiv
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| Auteurs principaux: | , , , |
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| Format: | Preprint |
| Publié: |
2024
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| _version_ | 1866910898020417536 |
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| author | Manrique-Gómez, Laura Montes, Tony Rodríguez-Herrera, Arturo Manrique, Rubén |
| author_facet | Manrique-Gómez, Laura Montes, Tony Rodríguez-Herrera, Arturo Manrique, Rubén |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2407_12838 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction Manrique-Gómez, Laura Montes, Tony Rodríguez-Herrera, Arturo Manrique, Rubén Computation and Language Digital Libraries I.2.7 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. |
| title | Historical Ink: 19th Century Latin American Spanish Newspaper Corpus with LLM OCR Correction |
| topic | Computation and Language Digital Libraries I.2.7 |
| url | https://arxiv.org/abs/2407.12838 |