Detoxification

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  1. Detoxifying Toxic Communication: A Design Science Approach to Responsible AI

    Aug 31, 2026Hossein Arshadi Soufiani, Henry M. Kim, Hjalmar Turesson +2Harmful LanguageDetoxification

    Schulich School of Business, York University

  2. When Does Span-Guided Detoxification Help? Human Preferences and Evaluator Diagnostics in a Controlled Comparison

    Jul 29, 2026Kyungwon ParkDetoxificationRewrite

    Department of Artificial Intelligence, Yonsei University

  3. AEGIS: Awareness-Enhanced Guidance for Iterative Safeguard

    Jul 20, 2026Kyungwon Park, Sangmin Lee, Heejae Chon +1DetoxificationMultilingual Safety

    Dept. of Artificial Intelligence, Yonsei University · Dept. of Electrical & Electronic Engineering, Yonsei University · Dept. of Computer Science & Engineering, Yonsei University +1

  4. Curvature-Guided Module Localization for Low-Rank Detoxification of Backdoored Large Language Models

    Jun 29, 2026Arash Raftari, Mehrdad Mahdavi, Nathan Blackthorn +1Large Language Model BackbonesDetoxification

    AIVault Inc. Orlando, USA

  5. The Tatoxa System for Text Detoxification in Low-Resource Languages: The Case of Tatar

    Jun 24, 2026Ilseyar Alimova, Bogdan Monogov, Artyom Mazur +5DetoxificationLow-Resource Languages

    Skoltech · HSE · ITMO +3

  6. MolDeTox: Evaluating Language Model's Stepwise Fragment Editing for Molecular Detoxification

    May 12, 2026Jueon Park, Wonjune Jang, Jiwoo Lee +2ToxicityDetoxification

    Korea University · Myongji University · AIGEN Sciences

  7. Detoxification for LLM: From Dataset Itself

    Apr 21, 2026Wei Shao, Yihang Wang, Gaoyu Zhu +4DetoxificationToxicity

    State Key Laboratory of AI Safety · Institute of Computing Technology, Chinese Academy of Sciences · University of Chinese Academy of Sciences

  8. CausalDetox: Causal Head Selection and Intervention for Language Model Detoxification

    Apr 16, 2026Yian Wang, Yuen Chen, Agam Goyal +1DetoxificationHarmful Language

    Department of Computer Science University of Illinois, Urbana-Champaign Champaign, IL 61801

  9. Test-Time Detoxification without Training or Learning Anything

    Jan 14, 2026Baturay Saglam, Dionysis KalogeriasToxicityDetoxification

    Department of Electrical and Computer Engineering, Yale University, New Haven, CT.

  10. SGM: Safety Glasses for Multimodal Large Language Models via Neuron-Level Detoxification

    Dec 17, 2025Hongbo Wang, AprilPyone MaungMaung, Isao EchizenToxicityLarge Language Model Safety

    1Graduate School of Information Science and Technology, The University of Tokyo, Japan · 2Information and Society Research Division, National Institute of Informatics, Japan · 3The Graduate University for Advanced Studies, SOKENDAI, Japan

  11. Detoxify: A framework for abusive text transformation using LLMs

    Jul 14, 2025Rohitash Chandra, Jiyong Choi, Jayesh SonawaneDetoxificationSentiment

    Transitional Artificial Intelligence Research Group, School of Mathematics and Statistics, UNSW, Sydney, Australia · Centre for Artificial Intelligence and Innovation, Pingla Institute, Sydney, Australia · Centre for Artificial Intelligence and Innovation, Pingla