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Formal verification of the properties of coreferent resolution model based on decision trees

The paper examines the problem of coreference resolution, which involves identifying objects - words or phrases in a text, that refer to the same real or imaginary entity. The solution of this task is explored for Ukrainianlanguage texts using decision trees, which autonomously structure themselves...

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Bibliographic Details
Published in:PROBLEMS IN PROGRAMMING
Date:2024
Issue:2-3
Pages:319-325
ISSN:1727-4907
Author Affiliations:
  • S.D. Pogorilyy — Kiev Taras Shevchenko National University — ORCID: 0000-0002-6497-5056
  • M. S. Slynko — Kiev Taras Shevchenko National University
  • P.V. Biletskyi — Kiev Taras Shevchenko National University
Keywords:дерево рішень, метод дерев рішень, дерева прийняття рішень, класифікація текстів, large language models, кореферентність, пошук в дереві, класифікація обєктів, класифікація об’єктів, small language models
Main Authors: Pogorilyy, S.D., Slynko, M. S., Biletskyi, P.V.
Format: Article
Language:Ukrainian
Published: PROBLEMS IN PROGRAMMING 2024
Subjects:
artificial intelligence
natural language processing
coreference resolution
decision trees
transition systems
Buchi automata
UDC 004.8
Online Access:https://pp.isofts.kiev.ua/index.php/ojs1/article/view/652
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Journal Title:Problems in programming
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Problems in programming

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https://pp.isofts.kiev.ua/index.php/ojs1/article/view/652

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