{"id":2363,"date":"2023-07-30T18:53:09","date_gmt":"2023-07-30T18:53:09","guid":{"rendered":"https:\/\/lab.dariah.pl\/?page_id=2363"},"modified":"2023-11-15T14:04:42","modified_gmt":"2023-11-15T14:04:42","slug":"tools-for-text-normalization-and-diachronic-analysis","status":"publish","type":"page","link":"https:\/\/lab.dariah.pl\/en\/amu-modules\/tools-for-text-normalization-and-diachronic-analysis\/","title":{"rendered":"Tools for text normalization and diachronic analysis"},"content":{"rendered":"\n<div class=\"wp-block-cover alignfull\"><span aria-hidden=\"true\" class=\"wp-block-cover__background has-background-dim\"><\/span><img loading=\"lazy\" decoding=\"async\" width=\"2560\" height=\"1042\" class=\"wp-block-cover__image-background wp-image-633\" alt=\"\" src=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-scaled.jpeg\" data-object-fit=\"cover\" srcset=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-scaled.jpeg 2560w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-300x122.jpeg 300w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-1024x417.jpeg 1024w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-768x313.jpeg 768w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-1536x625.jpeg 1536w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2021\/05\/AdobeStock_280443923-2048x834.jpeg 2048w\" sizes=\"auto, (max-width: 2560px) 100vw, 2560px\" \/><div class=\"wp-block-cover__inner-container is-layout-flow wp-block-cover-is-layout-flow\">\n<p class=\"has-text-align-left w900 has-large-font-size\">Tools for text normalization and diachronic analysis<\/p>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-group alignwide\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\"><div class=\"breadcrumb\"><a href=\"https:\/\/lab.dariah.pl\">Start<\/a> \/ <a href=\"https:\/\/lab.dariah.pl\/en\/amu-modules\/\">AMU modules<\/a> \/ <strong>Tools for text normalization and diachronic analysis<\/strong><\/div>\n<\/div><\/div>\n\n\n\n<h1 class=\"wp-block-heading\">Tools for text normalization and diachronic analysis<\/h1>\n\n\n\n<p><strong>AMU Faculty of Mathematics and Computer Science<\/strong><\/p>\n\n\n\n<p>Tools for diachronic text analysis<strong> <\/strong>are used to date and normalize texts as well as to search through texts.<\/p>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Infrastructure components<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li>a diachronic normalizer: software for automatic diachronic normalization of Polish texts, it makes historical texts more \u201ccontemporary\u201d by translating them to contemporary language, as a result the archives can be searched using today\u2019s keywords<strong><\/strong><\/li>\n\n\n\n<li>software for text dating: a date when a text was created can be estimated with an average accuracy of 14 years<strong><\/strong><\/li>\n\n\n\n<li>software for replacing words with contemporary synonyms: it searches for historical words and replaces them with their contemporary equivalents with the same or similar meaning<strong><\/strong><\/li>\n\n\n\n<li>software for searching texts for the same persons referred to using different names (e.g. characters in literary texts)<strong><\/strong><\/li>\n<\/ul>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>About infrastructure<\/strong><\/summary>\n<p>A user inputs a text (from the keyboard or a file). The text is displayed in the editor window. At user request the text can be processed using one of the four functions: diachronic normalization, automatic dating, replacing words with their contemporary equivalents, looking for references to persons. The result of the processing is displayed in a window next to the source text window.<\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>Who is it for?<\/strong><\/summary>\n<ul class=\"wp-block-list\">\n<li>Researchers of old literature<\/li>\n\n\n\n<li>Researchers of diachronic linguistics<\/li>\n\n\n\n<li>Historians<\/li>\n\n\n\n<li>Archeologists<\/li>\n<\/ul>\n\n\n\n<p><strong>Who is it for?<\/strong><\/p>\n<\/details>\n\n\n\n<details class=\"wp-block-details is-layout-flow wp-block-details-is-layout-flow\"><summary><strong>What can the tools be used for?<\/strong><\/summary>\n<p>Thanks to the optimization of scanning algorithms and optical text recognition more and more historical texts are available in digital form. However, most tools for text analysis and processing have been developed for contemporary texts. Our project is one of the first steps to develop tools for effective searching and processing of historical texts.<\/p>\n\n\n\n<p>The methodologies we have been developing can be used to read historical scrolls discovered in Herculaneum, buried under hot mud and ash from the eruption of Mount Vesuvio. The ongoing attempts to read the scrolls rely on AI computer vision algorithms to virtually unroll the scrolls, and language modelling algorithms to provide the missing elements of the language puzzle.<\/p>\n\n\n\n<p>As part of the Dariah-pl project researchers from the AMU Faculty of Mathematics and Computer Science organized an open machine learning competition \u201cChallenging America\u201d (<a href=\"https:\/\/gonito.net\/course\/Challenging-America\">Course (gonito.net)<\/a>). One of the tasks includes automatic gap filling in a section of text in historical English. Algorithms used for the task may in the future prove useful in reading the old Greek text, which for thousands of years were buried at the foot of Mount Vesuvio.<\/p>\n<\/details>\n\n\n\n<p><strong>Infrastructure website<\/strong><br><a href=\"https:\/\/diachronia.csi.wmi.amu.edu.pl\/\" target=\"_blank\" rel=\"noreferrer noopener\">https:\/\/diachronia.csi.wmi.amu.edu.pl\/<\/a><\/p>\n\n\n\n<p><strong>Name and contact details of the module coordinator<\/strong><br>Professor Krzysztof Jassem (<a href=\"mailto:jassem@amu.edu.pl\">jassem@amu.edu.pl<\/a>)<\/p>\n\n\n\n<figure class=\"wp-block-gallery has-nested-images columns-default wp-block-gallery-1 is-layout-flex wp-block-gallery-is-layout-flex\">\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"522\" data-id=\"2715\" src=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah-1024x522.png\" alt=\"\" class=\"wp-image-2715\" srcset=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah-1024x522.png 1024w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah-300x153.png 300w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah-768x391.png 768w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah-1536x782.png 1536w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/WMI-Dariah.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Normalizacja.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"356\" data-id=\"2718\" src=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Normalizacja-1024x356.png\" alt=\"\" class=\"wp-image-2718\" srcset=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Normalizacja-1024x356.png 1024w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Normalizacja-300x104.png 300w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Normalizacja-768x267.png 768w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Normalizacja.png 1514w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Datowanie.png\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"357\" data-id=\"2719\" src=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Datowanie-1024x357.png\" alt=\"\" class=\"wp-image-2719\" srcset=\"https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Datowanie-1024x357.png 1024w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Datowanie-300x104.png 300w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Datowanie-768x268.png 768w, https:\/\/lab.dariah.pl\/wp-content\/uploads\/2023\/11\/Datowanie.png 1513w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Tools for text normalization and diachronic analysis AMU Faculty of Mathematics and Computer Science Tools for diachronic text analysis are used to date and normalize texts as well as to [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"parent":2191,"menu_order":6,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_locale":"en_US","_original_post":"https:\/\/lab.dariah.pl\/?page_id=2305","footnotes":""},"class_list":["post-2363","page","type-page","status-publish","hentry","en-US"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - 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