A complete knowledge distillation pipeline that compresses BERT (110M params) to DistilBERT (67M params) while maintaining high accuracy on SST-2 sentiment classification.
Abstract: This paper presents a real-time email phishing detection system that utilizes a custom DistilBERT model. The custom DistilBERT architecture incorporates dynamic threshold adjustment and an ...
Abstract: Aspect-Based Sentiment Analysis (ABSA) facilitates detailed analysis of customer sentiments by linking sentiments with product attributes. Although large transformer models such as BERT ...
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