A comprehensive review on Arabic word sense disambiguation for natural language processing applications
Sign Up to like & getrecommendations! Published in 2022 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1447
Abstract: In communication, textual data are a vital attribute. In all languages, ambiguous or polysemous words' meaning changes depending on the context in which they are used. The ability to determine the ambiguous word's correct meaning… read more here.
Keywords: sense disambiguation; word; word sense; natural language ... See more keywords
Urdu word sense disambiguation using machine learning approach
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DOI: 10.1007/s10586-017-0918-0
Abstract: This paper focuses on the word sense disambiguation (WSD) problem in the context of Urdu language. Word sense disambiguation (WSD) is a phenomena for disambiguating the text so that machine (computer) would be capable to… read more here.
Keywords: word; machine; sense disambiguation; word sense ... See more keywords
Fuzzy Logic for Inculcating Significance of Semantic Relations in Word Sense Disambiguation Using a WordNet Graph
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Fuzzy Systems"
DOI: 10.1007/s40815-017-0433-8
Abstract: Word sense disambiguation (WSD) refers to the task of finding the intended meaning of a word in a given sentence. WordNet® (lexical database based on psychological principals) based on WSD methods have been discussed extensively.… read more here.
Keywords: word; sense disambiguation; word sense; graph ... See more keywords
An unsupervised method for word sense disambiguation
Sign Up to like & getrecommendations! Published in 2021 at "Journal of King Saud University - Computer and Information Sciences"
DOI: 10.1016/j.jksuci.2021.07.022
Abstract: Abstract Word sense disambiguation (WSD) finds the actual meaning of a word according to its context. This paper presents a novel WSD method to find the correct sense of a word present in a sentence.… read more here.
Keywords: word; sense; sense disambiguation; method ... See more keywords
A critical analysis and explication of word sense disambiguation as approached by natural language processing
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DOI: 10.1016/j.lingua.2020.102896
Abstract: Abstract This paper presents a critical analysis and explication of the approach to the problem of word sense disambiguation by the field of natural language processing. The paper is motivated by the observation that, despite… read more here.
Keywords: methodology; word; sense disambiguation; word sense ... See more keywords
Word sense disambiguation using implicit information
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DOI: 10.1017/s1351324919000421
Abstract: Abstract Humans proficiently interpret the true sense of an ambiguous word by establishing association among words in a sentence. The complete sense of text is also based on implicit information, which is not explicitly mentioned.… read more here.
Keywords: sense; sense disambiguation; word sense; implicit information ... See more keywords
Hybrid Sense Classification Method for Large-Scale Word Sense Disambiguation
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DOI: 10.1109/access.2020.2970436
Abstract: Word sense disambiguation (WSD) is a task of determining a reasonable sense of a word in a particular context. Although recent studies have demonstrated some progress in the advancement of neural language models, the scope… read more here.
Keywords: word sense; method; word; sense ... See more keywords
Role of Genetic Algorithm in Optimization of Hindi Word Sense Disambiguation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3190406
Abstract: The Word Sense Disambiguation system is widely used in many fields, including business, research, education, and government organizations. The availability of natural language data on the internet has grown in tandem with the rapid advancement… read more here.
Keywords: sense disambiguation; hindi word; disambiguation; word sense ... See more keywords
Biomedical Word Sense Disambiguation Based on Graph Attention Networks
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DOI: 10.1109/access.2022.3224802
Abstract: Biomedical words have many semantics. Biomedical word sense disambiguation (WSD) is an important research issue in biomedicine field. Biomedical WSD refers to the process of determining meanings of ambiguous word according to its context. It… read more here.
Keywords: sense disambiguation; disambiguation; word; biomedical word ... See more keywords
Weighted Co-Occurrence Bio-Term Graph for Unsupervised Word Sense Disambiguation in the Biomedical Domain
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2023.3272056
Abstract: Word Sense Disambiguation (WSD) is a significant and challenging task for text understanding and processing. This paper presents an unsupervised approach based on Weighted Co-occurrence bio-Term Graph (WCOTG) for performing WSD in the biomedical domain.… read more here.
Keywords: disambiguation; bio term; graph; word sense ... See more keywords
Fuzzy Word Sense Induction and Disambiguation
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Fuzzy Systems"
DOI: 10.1109/tfuzz.2021.3133905
Abstract: An inherent property of natural languages is the possibility of distinct meanings for the same word in different sentences. Word sense induction (WSI) is the unsupervised process of discovering the meanings of a word. The… read more here.
Keywords: word; sense induction; fuzzy word; word sense ... See more keywords