Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategiesby Qi Liu, Wanjing…
Time Will Tell: Timing Side Channels via Output Token Count in Large Language Modelsby Tianchen…
Your Next State-of-the-Art Could Come from Another Domain: A Cross-Domain Analysis of Hierarchical Text Classificationby…
Scaled Conjugate Gradient Method for Nonconvex Optimization in Deep Neural Networksby Naoki Sato, Koshiro Izumi,…
Concept Bottleneck Large Language Modelsby Chung-En Sun, Tuomas Oikarinen, Berk Ustun, Tsui-Wei WengFirst submitted to…
Optimizing Multi-Task Learning for Enhanced Performance in Large Language Modelsby Zhen Qi, Jiajing Chen, Shuo…
Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendenceby Qianren Mao, Weifeng…
What Differentiates Educational Literature? A Multimodal Fusion Approach of Transformers and Computational Linguisticsby Jordan J.…
Transparent Neighborhood Approximation for Text Classifier Explanationby Yi Cai, Arthur Zimek, Eirini Ntoutsi, Gerhard WunderFirst…
Dynamic Subset Tuning: Expanding the Operational Range of Parameter-Efficient Training for Large Language Modelsby Felix…