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Author

Jun-Chi Yu

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#machine learning Preprint Sep 2026

UnlearningSoup: Is Repeated Tuning Necessary for Large Language Model Unlearning?

Large language models trained on vast corpora inherently risk memorizing harmful content that may later re-emerge in their outputs. To mitigate this issue, existing unlearning methods typically rely on training-based parameter updates, such as gradient ascent and its variants, to delete targeted content while preservin...

Pu-Ning Yang, Qi-Zhou Wang, Jun-Chi Yu et al. · 0 citations
#artificial intelligence Review Sep 2026

RAP: Research Attention Prediction Reveals Target-Conditioned Evidence Acquisition Biases

Large language models (LLMs) increasingly act as research agents, yet their ability to track shifts in research attention is difficult to evaluate because reviews and research ideas lack uniquely verifiable outcomes. We introduce Research Attention Prediction (RAP), a rolling benchmark covering 278 AI/ML fields and 1,3...

Ying-Qian Wu, Jingcong Liang, Si-Yuan Wang et al. · 0 citations

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