Browsing by Subject "RoBERTa"

Now showing items 1-5 of 5

    • An AI and NLP approach for detecting grooming behavior 

      Shanto, Hasibul Hossain; Farooqui, Farhan; Rafi, Abdullah Al; Feona, Maisha Maliha; Phul, Progya Talukder (BRAC University, 2024)
      "Grooming children on social media is a dangerous side effect of modern internet era. AI models, specially NLP have the potential to play a critical role in detecting grooming behavior. Even though, there have been studies ...

    • Quality assessment of extracted information from newspaper comment sections using natural language processing 

      Deb, Arnob; Islam, Maidul; Hossain, Sadab Sifar; Alam, Farjana (Brac University, 2024-01)
      Newspaper comment section– where readers can leave their opinions– can be an excellent source of information embellishment if used properly. Although there is a risk of fake news and misinformation being spread through ...

    • References validation in scholarly articles using RoBERTa 

      Nasib, Abdullah Umar (Brac University, 2023-05)
      In the recent era of technological advancement, evaluating references and assignments and validating those are some of the primary processes to justify the authenticity of a research work in the academic sector. The purpose ...

    • Sentiment classification on Bengali food and restaurant reviews 

      Hossain, Abid; Sajin, Tanjim Hussain; Bhuiyan, Md Hasibuzzaman; Khan, Farhan Akbor; Anka, Sankalpa (Brac University, 2024-01)
      Sentiment analysis, a critical facet of Natural Language Processing (NLP), plays a pivotal role in decoding human emotions conveyed through text. Despite extensive research in sentiment analysis for widely spoken languages, ...

    • Social media trend analysis to predict the success of products using deep learning technique 

      Khan, Farden Ehsan; Ruhan, Ahmed Mahir; Shamsuddin, Rifat (Brac University, 2022-09-29)
      In recent times, social media usage has reached such heights that it has become a powerhouse in producing trends, bringing such topics that would have remained outside of popular consciousness. Our goal is to analyze how ...