مجلة الدلتا الدولية للعلوم التجارية ونظم المعلومات最新文献

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Hybrid Language Models for Improved Multilingual 改进多语言混合语言模型
Mohammed Abd, Elmoneim Al Salamony
{"title":"Hybrid Language Models for Improved Multilingual","authors":"Mohammed Abd, Elmoneim Al Salamony","doi":"10.21608/djicsi.2024.368659","DOIUrl":"https://doi.org/10.21608/djicsi.2024.368659","url":null,"abstract":"The rapid evolution of social media has facilitated deep insights into user opinions. However, sentiment analysis, particularly for low-resource languages like Arabic, remains underexplored due to limited resources. This study addresses this gap by investigating sentiment analysis on tweet texts from SemEval-17, 2.5+ Million Rows Egyptian Datasets Collection and the Arabic Sentiment Tweet dataset. We evaluated four pretrained language models and introduced two ensemble models. Our results demonstrate that monolingual models showed superior performance, while ensemble models surpassed baseline results, with the majority voting ensemble achieving the best performance, even outperforming English language benchmarks","PeriodicalId":515399,"journal":{"name":"مجلة الدلتا الدولية للعلوم التجارية ونظم المعلومات","volume":"274 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141839723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Internal Auditing in light of Big Data Technology 大数据技术下的内部审计
{"title":"Internal Auditing in light of Big Data Technology","authors":"","doi":"10.21608/djicsi.2024.368259","DOIUrl":"https://doi.org/10.21608/djicsi.2024.368259","url":null,"abstract":"","PeriodicalId":515399,"journal":{"name":"مجلة الدلتا الدولية للعلوم التجارية ونظم المعلومات","volume":"19 S28","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141843324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Information Intelligent System for COVID-19 COVID-19 信息智能系统
{"title":"Information Intelligent System for COVID-19","authors":"","doi":"10.21608/djicsi.2024.368661","DOIUrl":"https://doi.org/10.21608/djicsi.2024.368661","url":null,"abstract":"","PeriodicalId":515399,"journal":{"name":"مجلة الدلتا الدولية للعلوم التجارية ونظم المعلومات","volume":"37 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141851327","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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