RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models

24 September 2020

Yejin Choi

Papers citing "RealToxicityPrompts: Evaluating Neural Toxic Degeneration in Language Models"

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Title
Safe Delta: Consistently Preserving Safety when Fine-Tuning LLMs on Diverse Datasets Ning Lu Shengcai Liu Jiahao Wu Weiyu Chen Zhirui Zhang Y. Ong Qi Wang Ke Tang 2 0 0 17 May 2025
CARES: Comprehensive Evaluation of Safety and Adversarial Robustness in Medical LLMs Sijia Chen Xiaomin Li Mengxue Zhang Eric Hanchen Jiang Qingcheng Zeng Chen-Hsiang Yu AAML MU ELM 27 0 0 16 May 2025
Retrieval Augmented Generation Evaluation for Health Documents Mario Ceresa Lorenzo Bertolini Valentin Comte Nicholas Spadaro Barbara Raffael ... Sergio Consoli Amalia Muñoz Piñeiro Alex Patak Maddalena Querci Tobias Wiesenthal RALM 3DV 39 0 1 07 May 2025
Teaching Models to Understand (but not Generate) High-risk Data Ryan Yixiang Wang Matthew Finlayson Luca Soldaini Swabha Swayamdipta Robin Jia 136 0 0 05 May 2025
A Survey on Progress in LLM Alignment from the Perspective of Reward Design Miaomiao Ji Yanqiu Wu Zhibin Wu Shoujin Wang Jian Yang Mark Dras Usman Naseem 39 0 0 05 May 2025
Semantic Probabilistic Control of Language Models Kareem Ahmed Catarina G Belém Padhraic Smyth Sameer Singh 44 0 0 04 May 2025
Towards Safer Pretraining: Analyzing and Filtering Harmful Content in Webscale datasets for Responsible LLMs Sai Krishna Mendu Harish Yenala Aditi Gulati Shanu Kumar Parag Agrawal 36 0 0 04 May 2025
$$\texttt{SAGE}$: A Generic Framework for LLM Safety Evaluation$ $\texttt{SAGE}$ : A Generic Framework for LLM Safety Evaluation Madhur Jindal Hari Shrawgi Parag Agrawal Sandipan Dandapat ELM 47 0 0 28 Apr 2025
Adaptive Helpfulness-Harmlessness Alignment with Preference Vectors Ren-Wei Liang Chin-Ting Hsu Chan-Hung Yu Saransh Agrawal Shih-Cheng Huang Shang-Tse Chen Kuan-Hao Huang Shao-Hua Sun 81 0 0 27 Apr 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong Xuzhao Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Tianwei Zhang ALM ELM 86 2 0 26 Apr 2025
TRACE Back from the Future: A Probabilistic Reasoning Approach to Controllable Language Generation Gwen Yidou Weng Benjie Wang Mathias Niepert BDL 155 0 0 25 Apr 2025
MODP: Multi Objective Directional Prompting Aashutosh Nema Samaksh Gulati Evangelos Giakoumakis Bipana Thapaliya LLMAG 54 0 0 25 Apr 2025
EasyEdit2: An Easy-to-use Steering Framework for Editing Large Language Models Ziwen Xu Shuxun Wang Kewei Xu Haoming Xu Mengru Wang Xinle Deng Yunzhi Yao Guozhou Zheng H. Chen Ningyu Zhang KELM LLMSV 178 0 0 21 Apr 2025
Combating Toxic Language: A Review of LLM-Based Strategies for Software Engineering Hao Zhuo Yicheng Yang Kewen Peng 25 0 0 21 Apr 2025
aiXamine: Simplified LLM Safety and Security Fatih Deniz Dorde Popovic Yazan Boshmaf Euisuh Jeong M. Ahmad Sanjay Chawla Issa M. Khalil ELM 80 0 0 21 Apr 2025
Mind the Language Gap: Automated and Augmented Evaluation of Bias in LLMs for High- and Low-Resource Languages Alessio Buscemi Cedric Lothritz Sergio Morales Marcos Gomez-Vazquez Robert Clarisó Jordi Cabot German Castignani 31 0 0 19 Apr 2025
Bias Analysis and Mitigation through Protected Attribute Detection and Regard Classification Takuma Udagawa Yang Zhao H. Kanayama Bishwaranjan Bhattacharjee 33 0 0 19 Apr 2025
Benchmarking Multi-National Value Alignment for Large Language Models Chengyi Ju Weijie Shi Chengzhong Liu Yalan Qin Jipeng Zhang ... Jia Zhu Jiajie Xu Yaodong Yang Sirui Han Yike Guo 158 0 0 17 Apr 2025
Following the Whispers of Values: Unraveling Neural Mechanisms Behind Value-Oriented Behaviors in LLMs Ling Hu Yuemei Xu Xiaoyang Gu Letao Han 28 0 0 07 Apr 2025
Increasing happiness through conversations with artificial intelligence Joseph Heffner Chongyu Qin Martin Chadwick Chris Knutsen Christopher Summerfield Zeb Kurth-Nelson Robb B. Rutledge AI4MH 44 0 0 02 Apr 2025
Safeguarding Vision-Language Models: Mitigating Vulnerabilities to Gaussian Noise in Perturbation-based Attacks Jiawei Wang Yushen Zuo Yuanjun Chai Ziqiang Liu Yichen Fu Yichun Feng Kin-Man Lam AAML VLM 44 0 0 02 Apr 2025
The Mind in the Machine: A Survey of Incorporating Psychological Theories in LLMs Zizhou Liu Ziwei Gong Lin Ai Zheng Hui Run Chen Colin Wayne Leach Michelle R. Greene Julia Hirschberg LLMAG 162 0 0 28 Mar 2025
Shared Global and Local Geometry of Language Model Embeddings Andrew Lee Melanie Weber F. Viégas Martin Wattenberg FedML 79 3 0 27 Mar 2025
MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks Wenhao You Bryan Hooi Yiwei Wang Yansen Wang Zong Ke Ming Yang Zi Huang Yujun Cai AAML 61 0 0 24 Mar 2025
CLEAR: Contrasting Textual Feedback with Experts and Amateurs for Reasoning Andrew Rufail Daniel Kim Sean O'Brien Kevin Zhu LRM 32 0 0 24 Mar 2025
Opportunities and Challenges of Frontier Data Governance With Synthetic Data Madhavendra Thakur Jason Hausenloy 51 0 0 21 Mar 2025
Through the LLM Looking Glass: A Socratic Self-Assessment of Donkeys, Elephants, and Markets Molly Kennedy Ayyoob Imani Timo Spinde Hinrich Schütze 52 1 0 20 Mar 2025
LLM Braces: Straightening Out LLM Predictions with Relevant Sub-Updates Ying Shen Lifu Huang 52 1 0 20 Mar 2025
DAPI: Domain Adaptive Toxicity Probe Vector Intervention for Fine-Grained Detoxification Cho Hyeonsu Dooyoung Kim Youngjoong Ko MoMe 46 0 0 17 Mar 2025
Aligned Probing: Relating Toxic Behavior and Model Internals Andreas Waldis Vagrant Gautam Anne Lauscher Dietrich Klakow Iryna Gurevych 45 0 0 17 Mar 2025
No LLM is Free From Bias: A Comprehensive Study of Bias Evaluation in Large Language models Charaka Vinayak Kumar Ashok Urlana Gopichand Kanumolu B. Garlapati Pruthwik Mishra ELM 52 0 0 15 Mar 2025
Constrained Language Generation with Discrete Diffusion Models Michael Cardei Jacob K Christopher Thomas Hartvigsen Brian Bartoldson B. Kailkhura Ferdinando Fioretto DiffM 60 0 0 12 Mar 2025
Mimicking How Humans Interpret Out-of-Context Sentences Through Controlled Toxicity Decoding Maria Mihaela Trusca Liesbeth Allein 52 0 0 11 Mar 2025
Towards Autonomous Reinforcement Learning for Real-World Robotic Manipulation with Large Language Models Niccolò Turcato Matteo Iovino Aris Synodinos Alberto Dalla Libera R. Carli Pietro Falco LM&Ro 43 0 0 06 Mar 2025
Analyzing the Safety of Japanese Large Language Models in Stereotype-Triggering Prompts Akito Nakanishi Yukie Sano Geng Liu Francesco Pierri 60 0 0 03 Mar 2025
Pragmatic Inference Chain (PIC) Improving LLMs' Reasoning of Authentic Implicit Toxic Language Xi Chen Shuo Wang ReLM LRM 47 0 0 03 Mar 2025
A Multi-Labeled Dataset for Indonesian Discourse: Examining Toxicity, Polarization, and Demographics Information Lucky Susanto M. Wijanarko Prasetia Anugrah Pratama Zilu Tang Fariz Akyas Traci Hong Ika Idris Alham Fikri Aji Derry Wijaya 36 0 0 01 Mar 2025
The Rise of Darkness: Safety-Utility Trade-Offs in Role-Playing Dialogue Agents Yihong Tang Kehai Chen X. Bai Zhengyu Niu Binghui Wang Jie Liu Min Zhang LLMAG 54 0 0 28 Feb 2025
EdiText: Controllable Coarse-to-Fine Text Editing with Diffusion Language Models Che Hyun Lee Heeseung Kim Jiheum Yeom Sungroh Yoon DiffM 61 0 0 27 Feb 2025
Conformal Tail Risk Control for Large Language Model Alignment Catherine Yu-Chi Chen Jingyan Shen Zhun Deng Lihua Lei 76 0 0 27 Feb 2025
EigenShield: Causal Subspace Filtering via Random Matrix Theory for Adversarially Robust Vision-Language Models Nastaran Darabi Devashri Naik Sina Tayebati Dinithi Jayasuriya Ranganath Krishnan A. R. Trivedi AAML 52 0 0 24 Feb 2025
Encoding Inequity: Examining Demographic Bias in LLM-Driven Robot Caregiving Raj Korpan 39 0 0 24 Feb 2025
The Call for Socially Aware Language Technologies Diyi Yang Dirk Hovy David Jurgens Barbara Plank VLM 61 11 0 24 Feb 2025
CHBench: A Chinese Dataset for Evaluating Health in Large Language Models Chenlu Guo Nuo Xu Yi-Ju Chang Yuan Wu AI4MH LM&MA 57 1 0 24 Feb 2025
Single-pass Detection of Jailbreaking Input in Large Language Models Leyla Naz Candogan Yongtao Wu Elias Abad Rocamora Grigorios G. Chrysos V. Cevher AAML 51 0 0 24 Feb 2025
Recent Advances in Large Langauge Model Benchmarks against Data Contamination: From Static to Dynamic Evaluation Simin Chen Yiming Chen Zexin Li Yifan Jiang Zhongwei Wan ... Dezhi Ran Tianle Gu Yiming Li Tao Xie Baishakhi Ray 53 3 0 23 Feb 2025
Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective Yuchen Wen Keping Bi Wei Chen J. Guo Xueqi Cheng 89 1 0 20 Feb 2025
Cross-Lingual Transfer of Debiasing and Detoxification in Multilingual LLMs: An Extensive Investigation Vera Neplenbroek Arianna Bisazza Raquel Fernández 103 0 0 17 Feb 2025
What Are They Filtering Out? A Survey of Filtering Strategies for Harm Reduction in Pretraining Datasets Marco Antonio Stranisci Christian Hardmeier 57 0 0 17 Feb 2025
Can LLMs Rank the Harmfulness of Smaller LLMs? We are Not There Yet Berk Atil Vipul Gupta Sarkar Snigdha Sarathi Das R. Passonneau 199 0 0 07 Feb 2025