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cs.CL2026
Output Vector Editing for Memorization Mitigation in Large Language Models
Ahmad Dawar Hakimi, Kaiwei Lei, Isabelle Augenstein +1
Large language models can reproduce training text, creating privacy, copyright, and security risks. We propose Output Vector Editing (OVE), a post-hoc method for suppressing text c…
cs.CL2026
Do We Still Need Humans in the Loop? Human vs. LLM Annotation in Active Learning for TikTok Hate Speech Detection
Ahmad Dawar Hakimi, Lea Hirlimann, Isabelle Augenstein +1
Annotating data remains a costly bottleneck for supervised NLP. Active learning (AL) reduces the number of human labels needed by selecting only the most informative instances, whi…