Active Learning: Enhancing BERT's Efficiency for Real-World Text Classification Text classification, a vital task in natural language processing (NLP), faces significant challenges like class imbalance and the scarcity of labeled data, often critical...
Arxiv: https://arxiv.org/abs/2411.08248v1 PDF: https://arxiv.org/pdf/2411.08248v1.pdf Authors: Wei Liu, Yongshun Gong, Mingze Ni, Jiyao Li Published: 2024-11-12 Introduction Let's dive into the world of adversarial testing for Question-Answering (Q...
Arxiv: https://arxiv.org/abs/2411.07854v1 PDF: https://arxiv.org/pdf/2411.07854v1.pdf Authors: Shiza Fatimah, Sophia Falk, Aniket Sen, Nicholas Kluge Corrêa Published: 2024-11-12 The world of Artificial Intelligence (AI) has been buzzing with devel...
Arxiv: https://arxiv.org/abs/2411.08752v1 PDF: https://arxiv.org/pdf/2411.08752v1.pdf Authors: Fosca Giannotti, Lucia Passaro, Gizem Gezici, Praveen Bushipaka, Benedetta Muscato Published: 2024-11-13 The world of Natural Language Processing (NLP) c...
