Extrakce popisných dat z narativů
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Vysoká škola báňská – Technická univerzita Ostrava
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Abstract
The thesis focuses on transforming selected parts of unstructured route narratives into a structured
representation. The implemented system is a process composed of text preprocessing, descriptivedata
detection, and subsequent synthetic sentence generation. Preprocessing uses a language model
together with a separate preprocessing tool authored by Marek Žáček [1]. The core contribution is a
rule-based design for detecting objects, colors, sizes, verbs, and object sequences from dependency
structures. The main output is a structured Prolog-fact representation suitable for deterministic
machine processing and downstream corpus generation. The thesis also provides formal algorithm
descriptions and consistency verification via a round-trip test. Beyond the assignment scope, the
repository includes an additional experimental extension.
Description
Delayed publication
Výsledky práce jsou v připravovaném časopiseckém článku a v příspěvku na konferenci.
Available after
2028-12-31
Subject(s)
natural language processing, structured data representation, information extraction, Prolog, syntactic
analysis, dependency parsing