"toxicity reduction" Papers

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Controlling Large Language Models Through Concept Activation Vectors

Hanyu Zhang, Xiting Wang, Chengao Li et al.

AAAI 2025paperarXiv:2501.05764
20
citations

Large Language Models can Become Strong Self-Detoxifiers

Ching-Yun Ko, Pin-Yu Chen, Payel Das et al.

ICLR 2025
3
citations

A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity

Andrew Lee, Xiaoyan Bai, Itamar Pres et al.

ICML 2024arXiv:2401.01967
165
citations