Browsing by Subject "BERT"

Now showing items 1-4 of 4

    • Identifying Hijacked Reviews 
      Daryani, Monika Manohar (2021-04-23)
      Customers on online marketplaces have to proceed with extreme caution before buying any product as they cannot evaluate it physically. Reviews are crucial metrics to gauge the quality and authenticity of the item. This ...
    • It's a Jungle Out There: Filtering High Quality Reviews From Amazon Using Attention-Based Modeling 
      Innis, Jonathan Edward
      Today, a large amount of misinformation proliferates on the internet, including online review websites. Because of the prevalence of fake or unknowledgeable reviewers, there is a need for new models to order and filter ...
    • Mitigating Linguistic Bias in BERT-Based Medical Diagnosis Models 
      Mathavan, Shri
      Large language models (e.g. BERT, GPT) are increasingly being integrated into critical fields like healthcare. Current machine learning applications have been used for patient diagnoses, monitoring and predicting trial ...
    • What Deep Learning Could Bring to Frame Analysis 
      Zhao, Yikai (2020-04-19)
      This dissertation aims to solve two related questions that carry great significance for applied researchers: how do transfer learning models perform on textual classification and frame analysis under small training sizes. ...