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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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| Paper Title: | NEURAL MACHINE TRANSLATION USING ATTENTION MECHANISM |
| Authors Name: | Vishwas Dhabhai , Vatsal Joshi , Akash Jadhav |
| Download E-Certificate: | Download |
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IJNRD_188775
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| Published Paper Id: | IJNRD2303186 |
| Published In: | Volume 8 Issue 3, March-2023 |
| DOI: | |
| Abstract: | The development of Neural Machine Translation (NMT) has revolutionized the field of machine translation. This review paper provides a comprehensive overview of the recent advances in NMT, including its history, architecture, evaluation methods, and applications. The paper starts with a background on machine translation and a brief history of NMT. It then discusses the various NMT architectures, such as Encoder-Decoder, Transformer, and Hybrid models, and compares their strengths and weaknesses. The evaluation methods for NMT, including Bleu score, meteor score, and human evaluation, are also covered in detail. The paper concludes with a discussion of the various applications of NMT, including its use in multilingual communication, cross-lingual information retrieval, and machine-aided language learning. The paper provides insights into the current state-of-the-art NMT systems and identifies future research directions in this field. |
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| Cite Article: | "NEURAL MACHINE TRANSLATION USING ATTENTION MECHANISM", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.8, Issue 3, page no.b778-b787, March-2023, Available :http://www.ijnrd.org/papers/IJNRD2303186.pdf |
| Downloads: | 000118756 |
| 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 |
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Published Paper ID:IJNRD2303186 Registration ID: 188775 Published In: Volume 8 Issue 3, March-2023 DOI (Digital Object Identifier): Page No: b778-b787 Country: Udaipur, Rajasthan, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2303186 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2303186 |
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ISSN: 2456-4184
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