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Revealing Persona Biases in Dialogue Systems

18 April 2021

Papers citing "Revealing Persona Biases in Dialogue Systems"

25 / 25 papers shown

Title
Adaptive Prompting: Ad-hoc Prompt Composition for Social Bias Detection Maximilian Spliethover Tim Knebler Fabian Fumagalli Maximilian Muschalik Barbara Hammer Eyke Hüllermeier Henning Wachsmuth 183 1 0 10 Feb 2025
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering Ruosen Li Barry Wang Ruochen Li Xinya Du ELM 81 6 0 24 Aug 2024
Ask LLMs Directly, "What shapes your bias?": Measuring Social Bias in Large Language Models Jisu Shin Hoyun Song Huije Lee Soyeong Jeong Jong C. Park 107 9 0 06 Jun 2024
Angry Men, Sad Women: Large Language Models Reflect Gendered Stereotypes in Emotion Attribution Flor Miriam Plaza del Arco Amanda Cercas Curry Alba Curry Gavin Abercrombie Dirk Hovy 105 25 0 05 Mar 2024
CloChat: Understanding How People Customize, Interact, and Experience Personas in Large Language Models Juhye Ha Hyeon Jeon DaEun Han Jinwook Seo Changhoon Oh 64 30 0 23 Feb 2024
Identifying and Improving Disability Bias in GPT-Based Resume Screening Kate Glazko Yusuf Mohammed Ben Kosa Venkatesh Potluri Jennifer Mankoff 94 36 0 28 Jan 2024
Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs Shashank Gupta Vaishnavi Shrivastava Ameet Deshpande Ashwin Kalyan Peter Clark Ashish Sabharwal Tushar Khot 208 122 0 08 Nov 2023
Are Personalized Stochastic Parrots More Dangerous? Evaluating Persona Biases in Dialogue Systems Yixin Wan Jieyu Zhao Aman Chadha Nanyun Peng Kai-Wei Chang 115 27 0 08 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 123 18 0 24 Sep 2023
CBBQ: A Chinese Bias Benchmark Dataset Curated with Human-AI Collaboration for Large Language Models Yufei Huang Deyi Xiong ALM 129 19 0 28 Jun 2023
Exposing Bias in Online Communities through Large-Scale Language Models Celine Wald Lukas Pfahler 64 6 0 04 Jun 2023
Healing Unsafe Dialogue Responses with Weak Supervision Signals Zi Liang Pinghui Wang Ruofei Zhang Shuo Zhang Xiaofan Ye Yi Huang Junlan Feng 56 1 0 25 May 2023
Evaluation of African American Language Bias in Natural Language Generation Nicholas Deas Jessica A. Grieser Shana Kleiner D. Patton Elsbeth Turcan Kathleen McKeown 63 31 0 23 May 2023
Reducing Sensitivity on Speaker Names for Text Generation from Dialogues Qi Jia Haifeng Tang Kenny Q. Zhu 56 2 0 23 May 2023
BiasAsker: Measuring the Bias in Conversational AI System Yuxuan Wan Wenxuan Wang Pinjia He Jiazhen Gu Haonan Bai Michael Lyu 89 69 0 21 May 2023
Exploiting Biased Models to De-bias Text: A Gender-Fair Rewriting Model Chantal Amrhein Florian Schottmann Rico Sennrich Samuel Läubli 118 17 0 18 May 2023
SODA: Million-scale Dialogue Distillation with Social Commonsense Contextualization Hyunwoo J. Kim Jack Hessel Liwei Jiang Peter West Ximing Lu ... Ronan Le Bras Malihe Alikhani Gunhee Kim Maarten Sap Yejin Choi HILM 132 169 0 20 Dec 2022
Towards Robust NLG Bias Evaluation with Syntactically-diverse Prompts Arshiya Aggarwal Jiao Sun Nanyun Peng 75 7 0 03 Dec 2022
BlenderBot 3: a deployed conversational agent that continually learns to responsibly engage Kurt Shuster Jing Xu M. Komeili Da Ju Eric Michael Smith ... Naman Goyal Arthur Szlam Y-Lan Boureau Melanie Kambadur Jason Weston LM&Ro KELM 124 242 0 05 Aug 2022
"I'm sorry to hear that": Finding New Biases in Language Models with a Holistic Descriptor Dataset Eric Michael Smith Melissa Hall Melanie Kambadur Eleonora Presani Adina Williams 110 143 0 18 May 2022
User-Centric Gender Rewriting Bashar Alhafni Nizar Habash Houda Bouamor 55 10 0 04 May 2022
The Arabic Parallel Gender Corpus 2.0: Extensions and Analyses Bashar Alhafni Nizar Habash Houda Bouamor 55 19 0 18 Oct 2021
Hi, my name is Martha: Using names to measure and mitigate bias in generative dialogue models Eric Michael Smith Adina Williams 120 28 0 07 Sep 2021
Anticipating Safety Issues in E2E Conversational AI: Framework and Tooling Emily Dinan Gavin Abercrombie A. S. Bergman Shannon L. Spruit Dirk Hovy Y-Lan Boureau Verena Rieser 97 109 0 07 Jul 2021
Alexa, Google, Siri: What are Your Pronouns? Gender and Anthropomorphism in the Design and Perception of Conversational Assistants Gavin Abercrombie Amanda Cercas Curry Mugdha Pandya Verena Rieser 81 54 0 04 Jun 2021