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Radiologic text correction for better machine understanding
Engineering Reports, Volume 6, Issue 12, December 2024.This study investigates the effectiveness of an automated spelling correction method in enhancing machine understanding of specialized radiologic reports, outperforming human annotators by over 30% in accuracy and improving information retrieval in complex linguistic contexts.
András Kicsi +2 more
wiley +1 more source
FreDist: Automatic construction of distributional thesauri for French
, 2011 In this article we present FreDist, a freely available software package for the automatic construction of distributional thesauri from text corpora, as well as an evaluation of various distributional similarity metrics for French. Following from the work of Lin (1998) and Curran (2004), we use a large corpus of journalistic text and implement different
Henestroza Anguiano, Enrique +1 more
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Semi automatic textual indexing : thesauri and transducer
, 2009 This article presents a classification method without any learning stage. It can help to improve the manual indexation process of textual documents traditionally conducted in some high precision information systems. The described system is defined as semi-automatic as it will help the human indexing.
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Automatic Population of Italian Medical Thesauri: A Morphosemantic Approach
2014 Ninth International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 2014In the age of Semantic Web, one of the most valuable challenges is the one connected with the information extraction from raw data. Information must be managed with sophisticated linguistic and computational architectures, which are able to approach the semantic dimension of words and sentences.
Amato, F. +4 more
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A survey on thesauri application in automatic natural language processing
2017 21st Conference of Open Innovations Association (FRUCT), 2017This paper is devoted to investigate efficiency of thesauri use in popular natural language processing (NLP) fields: information retrieval and analysis of texts and subject areas. A thesaurus is a natural language resource that models a subject area and can reflect human expert's knowledge in many NLP tasks.
Ivan Shchitov +4 more
openaire +1 more source
The construction of the Kazakh language thesauri in automatic word processing system
Proceedings of the 6th International Conference on Engineering & MIS 2020, 2020In the paper presents an overview of existing electronic Kazakh-language thesauri and their automatic methods of construction and application. The author analyzed the main characteristics of open access thesauri for scientific research, evaluated the dynamics of their development and effectiveness in solving problems of natural language processing ...
A. K. Aitim +2 more
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Automatic Domain Ontology Construction Based on Thesauri
2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009The research on the automatic ontology construction has become very popular. It is very useful for the ontology construction to reengineer the existing knowledge resource, such as the thesauri. But many relationships in the thesauri are incorrect or are defined too broadly.
Weicong Sun +5 more
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Automatic generation of Japanese–English bilingual thesauri based on bilingual corpora
Journal of the American Society for Information Science and Technology, 2006AbstractThe authors propose a method for automatically generating Japanese–English bilingual thesauri based on bilingual corpora. The term bilingual thesaurus refers to a set of bilingual equivalent words and their synonyms. Most of the methods proposed so far for extracting bilingual equivalent word clusters from bilingual corpora depend heavily on ...
Keita Tsuji, Kyo Kageura
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