THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS

This paper describes the theoretical design and implementation of the semantic machine of transparent intensional logic. Transparent intensional logic is used for the logical-semantic analysis of natural language, which is performed in three steps - type analysis, creation of construction, and type...

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Main Authors: Branislav BEDNAR, Zuzana BILANOVA, Adrian PEKAR
Format: Article
Language:English
Published: Sciendo 2020-01-01
Series:Acta Electrotechnica et Informatica
Subjects:
Online Access:http://www.aei.tuke.sk/papers/2019/4/01_Bilanova.pdf
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author Branislav BEDNAR
Zuzana BILANOVA
Adrian PEKAR
author_facet Branislav BEDNAR
Zuzana BILANOVA
Adrian PEKAR
author_sort Branislav BEDNAR
collection DOAJ
description This paper describes the theoretical design and implementation of the semantic machine of transparent intensional logic. Transparent intensional logic is used for the logical-semantic analysis of natural language, which is performed in three steps - type analysis, creation of construction, and type control (last step is optional). The semantic machine described in this paper allows analyzing natural language sentences in the first two of the mentioned steps. Transparent intensional logic analyzes the meaning of natural language sentences and therefore it was not essential to focus on the syntactic level of analysis. Syntactic analysis is performed using a Stanford CoreNLP parser, which was carefully selected after comparison with competing parsers. The functionality of the implemented semantic machine is demonstrated by a logical analysis of examples of natural language sentences.
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spelling doaj.art-15ccc58609d04076bf72268ec17a16112023-09-02T18:40:22ZengSciendoActa Electrotechnica et Informatica1335-82431338-39572020-01-011943710.15546/aeei-2019-0023THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELSBranislav BEDNAR0Zuzana BILANOVA1Adrian PEKAR2Department of Computers and Informatics, Faculty of Electrical Engineering and Informatics, Technical University of Kosice, Letna 9, 042 00 Kosice, SlovakiaDepartment of Computers and Informatics, Faculty of Electrical Engineering and Informatics, Technical University of Kosice, Letna 9, 042 00 Kosice, SlovakiaDepartment of Networked Systems and Services, Budapest University of Technology and Economics 1111 Budapest, Megyetem rkp. 3., HungaryThis paper describes the theoretical design and implementation of the semantic machine of transparent intensional logic. Transparent intensional logic is used for the logical-semantic analysis of natural language, which is performed in three steps - type analysis, creation of construction, and type control (last step is optional). The semantic machine described in this paper allows analyzing natural language sentences in the first two of the mentioned steps. Transparent intensional logic analyzes the meaning of natural language sentences and therefore it was not essential to focus on the syntactic level of analysis. Syntactic analysis is performed using a Stanford CoreNLP parser, which was carefully selected after comparison with competing parsers. The functionality of the implemented semantic machine is demonstrated by a logical analysis of examples of natural language sentences.http://www.aei.tuke.sk/papers/2019/4/01_Bilanova.pdfintensional constructionsintensional logicnatural language processingstanford corenlpsemantic machine
spellingShingle Branislav BEDNAR
Zuzana BILANOVA
Adrian PEKAR
THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS
Acta Electrotechnica et Informatica
intensional constructions
intensional logic
natural language processing
stanford corenlp
semantic machine
title THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS
title_full THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS
title_fullStr THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS
title_full_unstemmed THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS
title_short THE AUTOMATED TRANSLATION OF NATURAL LANGUAGE SENTENCES INTO INTENSIONAL LOGIC AT THE TYPE ANALYSIS AND CONSTRUCTION SYNTHESIS LEVELS
title_sort automated translation of natural language sentences into intensional logic at the type analysis and construction synthesis levels
topic intensional constructions
intensional logic
natural language processing
stanford corenlp
semantic machine
url http://www.aei.tuke.sk/papers/2019/4/01_Bilanova.pdf
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