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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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Issue: May 2024
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| Paper Title: | Online Abuse Detection |
| Authors Name: | K.Vinay , Ashsih Biradar , R.Haneesh , M.Sri vidya |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_193887
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| Published Paper Id: | IJNRD2305240 |
| Published In: | Volume 8 Issue 5, May-2023 |
| DOI: | |
| Abstract: | Hate Speech (HS) in social media such as Twitter is a complex phenomenon that attracted a significant body of research in the NLP. HS Spreaders (haters) aim to spread HS via social media. In this task, we aim to identify such haters. On one hand, our proposed class-dependent LDSE representation is fed to a linear SVM classifier to identify the haters based on general commonalities. On the other hand, stylistic features of individuals are captured by using extractive summarization of the tweets in conjunction with RoBERTa embedding before classifying them using another linear SVM classifier. Experimental results expressed as accuracies 0.67 and 0.80 over English and Spanish test sets respectively show efficacy of our approach in identifying the haters across different languages. |
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| Cite Article: | "Online Abuse Detection", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 5, page no.c300-c305, May-2023, Available :http://www.ijnrd.org/papers/IJNRD2305240.pdf |
| Downloads: | 000118752 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
| Publication Details: |
Published Paper ID:IJNRD2305240 Registration ID: 193887 Published In: Volume 8 Issue 5, May-2023 DOI (Digital Object Identifier): Page No: c300-c305 Country: Hyderabad, Telangana, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2305240 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2305240 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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