2018 Second International Conference on Advances in Electronics, Computers and Communications (ICAECC) 2018
DOI: 10.1109/icaecc.2018.8479468
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A Combined Approach Using Semantic Role Labelling and Word Sense Disambiguation for Question Generation and Answer Extraction

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Cited by 20 publications
(9 citation statements)
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“…This is primarily because the existing techniques used by the system cannot address the effectiveness and efficiency of semantic issues in their NLQ analysis. Some scholars [11,79,80] reported positive outcomes to lexical solutions on the topic of word sense disambiguation (WSD), and several studies [42,62] appraised this issue in the context of QA, but only a few examined the role of WSD when returning potential answers [12,81].…”
Section: The Challenges Of the Qa Systemmentioning
confidence: 99%
“…This is primarily because the existing techniques used by the system cannot address the effectiveness and efficiency of semantic issues in their NLQ analysis. Some scholars [11,79,80] reported positive outcomes to lexical solutions on the topic of word sense disambiguation (WSD), and several studies [42,62] appraised this issue in the context of QA, but only a few examined the role of WSD when returning potential answers [12,81].…”
Section: The Challenges Of the Qa Systemmentioning
confidence: 99%
“…The Lesk tool has been used for WSD where the senna tool has been used for SRL. They used Lesk tool for WSD and senna tool for SRL which are based on the sense affiliated with the sentence system generates questions that are semantically solvable as in [26]. Word sense disambiguation can be solved using three kinds of approaches, knowledge based, corpus based and hybrid approach.…”
Section: Related Workmentioning
confidence: 99%
“…Lekshmi R Pillai et al [26] Word Sense Disambiguation for Question-Answering System [26] This is a factoid sense based questionanswering system. The WSD and Semantic Role Labelling (SRL) approaches have been applied on this system.…”
Section: Authors Wsd Based Systems Technique(s) Used In Similar Type ...mentioning
confidence: 99%
“…The predicate-argument structure associated with the QA system denotes P(SRLs), where P represents the predicate, and the SRLs is a group of semantic role labels. The initial syntactic analysis is crucial, which assists to determine arguments associated with the predicate of the NL question [14]. In this study, nouns are considered as arguments associated with a verb type predicate of the NL question.…”
Section: Semantic Role Labellingmentioning
confidence: 99%
“…A close look at the relevant literature reveals that researchers [11,12] have reported progressive results to lexical issues on the topic of word sense disambiguation (WSD). In addition, several studies [9,13] have appraised this problem in the context of question answering, however, challenging questions may require handling ambiguities based on date and location-specific to certain conditions, such as seeking instructions or advice in a critical situation [1,8,14]. For instance, a user posed a question: What are the hajj pillars?…”
Section: Introductionmentioning
confidence: 99%