Zasnova ogrodja za izvajanje metod za procesiranje naravnega jezika

Hrovat, Nik (author), Žitnik, Slavko (mentor)

V diplomski nalogi bomo predstavili predlog svojega ogrodja za procesiranje naravnega jezika. Cilj procesiranja je, da računalnik razume vsebino dokumentov, izloči informacije iz besedila in dokumente organizira ter razvrsti. Opisali bomo nekaj metod, ki se uporabljajo pri procesiranju naravnega jezika. Ob tem bomo primerjali še nekaj obstoječih ogrodij in knjižnic ter najboljšo tudi podrobneje predstavili na podatkovnem modelu. Na podlagi analize obstoječih ogrodij in knjižnic bomo predstavili tudi naš podatkovni model, ki ga bomo testirali z nekaterimi metodami procesiranja naravnega jezika in ga tudi grafično prikazali.

• Language: Slovenian
• Keywords: NLP, procesiranje, naravni jezik
• Work type: Bachelor thesis/paper
• Typology: 2.11 - Undergraduate Thesis
• Organization: FRI - Faculty of Computer and Information Science
• Year: 2022
• PID: 20.500.12556/RUL-141460
• COBISS.SI-ID: 126525443
• Publication date in RUL: 29.09.2022

Secondary language

• Language: English
• Title: Design of a framework for execution of natural language processing methods

Abstract

In my diploma thesis we will present a proposal of our framework for natural language processing. The goal of processing is for the computer to understand the contents of documents, extract information from text, and organize and arrange documents. We will describe some of the methods used in natural language processing and compare some of the existing frameworks and libraries and present the best in more detail on the data model. Based on the analysis of existing frameworks and libraries, we will also present my data model, which we will test with some natural language processing methods and also present graphically.

• Keywords: NLP, processing, natural language