Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models

11 October 2023

Luiza Amador Pozzobon

B. Ermiş

Patrick Lewis

Sara Hooker

ArXiv PDF HTML

Papers citing "Goodtriever: Adaptive Toxicity Mitigation with Retrieval-augmented Models"

24 / 24 papers shown

Title
Risk-Aware Distributional Intervention Policies for Language Models Bao Nguyen Binh Nguyen Duy Nguyen V. Nguyen 28 1 0 28 Jan 2025
RSA-Control: A Pragmatics-Grounded Lightweight Controllable Text Generation Framework Yifan Wang Vera Demberg 24 0 0 24 Oct 2024
Nexus: Specialization meets Adaptability for Efficiently Training Mixture of Experts Nikolas Gritsch Qizhen Zhang Acyr F. Locatelli Sara Hooker A. Ustun MoE 45 1 0 28 Aug 2024
The Future of Open Human Feedback Shachar Don-Yehiya Ben Burtenshaw Ramon Fernandez Astudillo Cailean Osborne Mimansa Jaiswal ... Omri Abend Jennifer Ding Sara Hooker Hannah Rose Kirk Leshem Choshen VLM ALM 56 4 0 15 Aug 2024
The ShareLM Collection and Plugin: Contributing Human-Model Chats for the Benefit of the Community Shachar Don-Yehiya Leshem Choshen Omri Abend 19 2 0 15 Aug 2024
On the Limitations of Compute Thresholds as a Governance Strategy Sara Hooker 42 14 0 08 Jul 2024
Preference Tuning For Toxicity Mitigation Generalizes Across Languages Xiaochen Li Zheng-Xin Yong Stephen H. Bach CLL 23 11 0 23 Jun 2024
LIDAO: Towards Limited Interventions for Debiasing (Large) Language Models Tianci Liu Haoyu Wang Shiyang Wang Yu Cheng Jing Gao ALM 30 0 0 01 Jun 2024
Enhancing Contextual Understanding in Large Language Models through Contrastive Decoding Zheng Zhao Emilio Monti Jens Lehmann H. Assem 42 21 0 04 May 2024
DESTEIN: Navigating Detoxification of Language Models via Universal Steering Pairs and Head-wise Activation Fusion Yu Li Zhihua Wei Han Jiang Chuanyang Gong LLMSV 21 2 0 16 Apr 2024
Towards Robustness of Text-to-Visualization Translation against Lexical and Phrasal Variability Jinwei Lu Yuanfeng Song Haodi Zhang Chen Zhang Raymond Chi-Wing Wong OOD 24 0 0 10 Apr 2024
From One to Many: Expanding the Scope of Toxicity Mitigation in Language Models Luiza Amador Pozzobon Patrick Lewis Sara Hooker B. Ermiş 36 7 0 06 Mar 2024
Fine-Grained Detoxification via Instance-Level Prefixes for Large Language Models Xin Yi Linlin Wang Xiaoling Wang Liang He MoMe 32 1 0 23 Feb 2024
Controlled Text Generation for Large Language Model with Dynamic Attribute Graphs Xun Liang Hanyu Wang Shichao Song Mengting Hu Xunzhi Wang Zhiyu Li Feiyu Xiong Bo Tang 10 9 0 17 Feb 2024
Representation Surgery: Theory and Practice of Affine Steering Shashwat Singh Shauli Ravfogel Jonathan Herzig Roee Aharoni Ryan Cotterell Ponnurangam Kumaraguru LLMSV 27 12 0 15 Feb 2024
Aya Model: An Instruction Finetuned Open-Access Multilingual Language Model A. Ustun Viraat Aryabumi Zheng-Xin Yong Wei-Yin Ko Daniel D'souza ... Shayne Longpre Niklas Muennighoff Marzieh Fadaee Julia Kreutzer Sara Hooker ALM ELM SyDa LRM 27 192 0 12 Feb 2024
XSTest: A Test Suite for Identifying Exaggerated Safety Behaviours in Large Language Models Paul Röttger Hannah Rose Kirk Bertie Vidgen Giuseppe Attanasio Federico Bianchi Dirk Hovy ALM ELM AILaw 16 119 0 02 Aug 2023
Semiparametric Language Models Are Scalable Continual Learners Guangyue Peng Tao Ge Si-Qing Chen Furu Wei Houfeng Wang KELM 37 10 0 02 Mar 2023
Training Language Models with Memory Augmentation Zexuan Zhong Tao Lei Danqi Chen RALM 226 126 0 25 May 2022
Neuro-Symbolic Language Modeling with Automaton-augmented Retrieval Uri Alon Frank F. Xu Junxian He Sudipta Sengupta Dan Roth Graham Neubig RALM 70 62 0 28 Jan 2022
Towards Continual Knowledge Learning of Language Models Joel Jang Seonghyeon Ye Sohee Yang Joongbo Shin Janghoon Han Gyeonghun Kim Stanley Jungkyu Choi Minjoon Seo CLL KELM 222 150 0 07 Oct 2021
Text Detoxification using Large Pre-trained Neural Models David Dale Anton Voronov Daryna Dementieva V. Logacheva Olga Kozlova Nikita Semenov Alexander Panchenko 39 71 0 18 Sep 2021
Challenges in Detoxifying Language Models Johannes Welbl Amelia Glaese J. Uesato Sumanth Dathathri John F. J. Mellor Lisa Anne Hendricks Kirsty Anderson Pushmeet Kohli Ben Coppin Po-Sen Huang LM&MA 242 191 0 15 Sep 2021
The Woman Worked as a Babysitter: On Biases in Language Generation Emily Sheng Kai-Wei Chang Premkumar Natarajan Nanyun Peng 204 607 0 03 Sep 2019