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Based on paper Text classification on software requirements specifications using transformer models 1 . Describe the architecture, key features, and how these models ( BERT
Based on paper "Text classification on software requirements specifications using transformer models"
Describe the architecture, key features, and how these models BERT DistilBERT, Roberta, ALBERT, and XLNet process natural language. Emphasis on the ability of these models to understand and produce humanlike text?
How the Transformer model is applied to classify Software Requirements Specification SRS documents, including the process, the model's ability to understand context, and its advantages over traditional methods?
Provide a detailed comparison of the tested models BERT DistilBERT, Roberta, ALBERT, XLNet focusing on their performance metrics, strengths, and weaknesses in the context of SRS document classification?
What are the challenges faced by applying this model to SRS classification, including data preparation, model training, and limitations of the Transformer model itself?
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