Semantic analysis with inference: high spots of the football match = СемантичеСкий анализ С логичеСким выводом: оСтрые моменты футбольного матча

Boguslavskiy Margolin, Igor and Frolova, Tatiana I. and Iomdin, Leonid L. and Lazurski, Alexander V. and Rygaev, Ivan P. and Timoshenko, Svetlana P. (2018). Semantic analysis with inference: high spots of the football match = СемантичеСкий анализ С логичеСким выводом: оСтрые моменты футбольного матча. In: "Computational linguistics and Intellectual Technologies: papers from the Annual International Conference “Dialogue” (2018)", 30 May-02 Jun 2018, Moscú, Rusia. pp. 124-142.

Description

Title: Semantic analysis with inference: high spots of the football match = СемантичеСкий анализ С логичеСким выводом: оСтрые моменты футбольного матча
Author/s:
  • Boguslavskiy Margolin, Igor
  • Frolova, Tatiana I.
  • Iomdin, Leonid L.
  • Lazurski, Alexander V.
  • Rygaev, Ivan P.
  • Timoshenko, Svetlana P.
Item Type: Presentation at Congress or Conference (Article)
Event Title: Computational linguistics and Intellectual Technologies: papers from the Annual International Conference “Dialogue” (2018)
Event Dates: 30 May-02 Jun 2018
Event Location: Moscú, Rusia
Title of Book: Dialogue 2018: International Conference on Computational Linguistics
Date: 2018
Volume: 17
Subjects:
Freetext Keywords: Semantic parser; Ontology; Inference; Co-reference; Question answering
Faculty: E.T.S. de Ingenieros Informáticos (UPM)
Department: Inteligencia Artificial
Creative Commons Licenses: Recognition - No derivative works - Non commercial

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Abstract

The paper describes a new version of the semantic analyzer SemETAP. Our approach is based on the assumption that the depth of understanding is growing with the number of inferences we can draw from the text. The salient features of SemETAP include: 1) intensive use of both linguistic and background knowledge. The former is incorporated in the Combinatorial Dictionary and the Grammar, and the latter is stored in the Ontology and Repository of Individuals. 2) Words and concepts of the ontology may be supplied with explicit decompositions for inference purposes. 3) Two levels of semantic structure are distinguished. Basic semantic structure (BSemS) interprets the text in terms of ontological elements. Enhanced semantic structure (EnSemS) extends BSemS by means of a series of inferences. 4) A new logical formalism Etalog is developed in which all inference rules are written. Semantic analysis with inference allows us to extract implicit information. The analyzer is tested on the task of interpreting high spots of the football match.

More information

Item ID: 54831
DC Identifier: http://oa.upm.es/54831/
OAI Identifier: oai:oa.upm.es:54831
Official URL: http://iitp.ru/upload/publications/7702/a_2018_Boguslavsky_et_al_Semantic_Analysis_with_Inference.pdf
Deposited by: Memoria Investigacion
Deposited on: 30 Apr 2019 11:56
Last Modified: 30 Apr 2019 11:56
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