Adaptive Shortcut Debiasing for Online Continual Learning

EvolveDetector: Towards an evolving fake news detector for emerging events with continual knowledge accumulation and transfer

Y Ding, B Guo, Y Liu, Y **g, M Yin, N Li… - Information Processing …, 2025 - Elsevier
The prevalence of fake news on social media poses devastating and wide-ranging threats to
political beliefs, economic activities, and public health. Due to the continuous emergence of …
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One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual Learning

D Kim, S Yoon, D Park, Y Lee, H Song, J Bang… - arxiv preprint arxiv …, 2023 - arxiv.org
In real-world continual learning scenarios, tasks often exhibit intricate and unpredictable
semantic shifts, posing challenges for fixed prompt management strategies. We identify the …
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