GitHub

pipeline_track_a.py

python pipeline_track_a.py # 完整跑（CKIP+stanza+SBERT+DistilBERT） python pipeline_track_a.py --from-cache # 跳過 CKIP+stanza，直接從 cache/eval_cache.json python pipeline_track_a.py --save-cache # 額外存 D4 pairs ...
IEEE

A Feasible and Explainable Network Traffic Classifier Utilizing DistilBERT

Abstract: While user-oriented service industries are rapidly growing, various network devices provide these services through different access paths. Accordingly, the network flow is also increasing ...
GitHub

shahpratham00-collab/sentiment-analyser-nlp

A production-quality NLP pipeline that fine-tunes DistilBERT on the Stanford Sentiment Treebank (SST-2) dataset and benchmarks it against two classical baselines — Logistic Regression and LinearSVC — ...
IEEE

DistilBERT-Based Hybrid Architecture for Phishing URL Detection

Abstract: Phishing continues to be a major and rapidly evolving challenge in cybersecurity. By disguising malicious links as legitimate ones, attackers trick users into revealing sensitive information ...