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Construction of Domain-Specific DistilBERT Model by Using Fine-Tuning
2020 International Conference on Technologies and Applications of Artificial Intelligence (TAAI), 2020In this paper, we point out the problem that BERT is domain dependent, and propose to construct the domain specific pre-training DistilBERT model by using fine-tuning. In particular, parameters of a DistilBERT model are initialized using a trained BERT model, and then these parameters are tuned from the specific domain corpus.
Hiroyuki Shinnou
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LegalDB: Long DistilBERT for Legal Document Classification
2021 International Conference on Advances in Electrical, Computing, Communication and Sustainable Technologies (ICAECT), 2021Transformers have caused a paradigm shift in tasks related to natural language. From text summarization to classification, these models have established new state-of-the-art results on various general and closed domain tasks. Having said that, most of the popular transformer based models (BERT - Bidirectional Encoder Representations from Transformers ...
Purbid Bambroo, Aditi Awasthi
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A novel double and triple BERT and distilBERT classification methods
Neural Computing and ApplicationsAmira Samy Talaat
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Fake News Detection Using Distilbert
Global Journal of Engineering Innovations and Interdisciplinary ResearchThe rapid spread of fake news and misinformation across digital platforms has emerged as a serious challenge to public trust and informed decision-making. This project focuses on addressing the problem of automated fake news detection by designing an efficient text classification system.
null M. Rama Raju +4 more
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Enhancing Legal Text Classification Performance by Using DistilBERT
Lecture Notes in Computer ScienceAzreen Azman, Azman Azreen
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Sentiment Analysis using DistilBERT
2023 IEEE 11th Conference on Systems, Process & Control (ICSPC), 2023Song Yi Ng +3 more
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DistilBERT and RoBERTa Models for Identification of Fake News
2023 46th MIPRO ICT and Electronics Convention (MIPRO), 2023Aleksandar Kitanovski +2 more
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Detection of Web-Attack using DistilBERT, RNN, and LSTM
2023 11th International Symposium on Digital Forensics and Security (ISDFS), 2023Biodoumoye George Bokolo +2 more
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CINESENTIMENT: FILM REVIEW CLASSIFICATION USING DISTILBERT
International Scientific Journal of Engineering and ManagementABSTRACT: CineSentiment is a privacy-preserving, serverless web application that enables users to gauge overall audience sentiment toward any given film. Given the enormous volume of online reviews available today, an automated solution is essential to assist viewers in making informed decisions about what to watch.
Sai Vasanth M +4 more
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