From the 1 of 2 linked papers with an AI index.
2 papers
cs.CL2026
When Does Span-Guided Detoxification Help? Human Preferences and Evaluator Diagnostics in a Controlled Comparison
Kyungwon Park
The paper compares span‑guided and unguided text detoxification methods through a controlled human evaluation, finding that each approach has strengths depending on how much editin…
cs.CL2026
AEGIS: Awareness-Enhanced Guidance for Iterative Safeguard
Kyungwon Park, Sangmin Lee, Heejae Chon +1
Span-level rationales are often assumed to improve controllability in text detoxification, but it remains unclear when such guidance helps and when it introduces trade-offs. We pre…