Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation

25 April 2022

Papers citing "Human-AI Collaboration via Conditional Delegation: A Case Study of Content Moderation"

50 / 57 papers shown

Title
On the clustering behavior of sliding windows Boris Alexeev Wenyan Luo Dustin G. Mixon Yan X Zhang AI4TS 69 0 0 18 Mar 2025
Plan-Then-Execute: An Empirical Study of User Trust and Team Performance When Using LLM Agents As A Daily Assistant Gaole He Gianluca Demartini U. Gadiraju LLMAG 65 8 0 03 Feb 2025
As Confidence Aligns: Exploring the Effect of AI Confidence on Human Self-confidence in Human-AI Decision Making Jingshu Li Yitian Yang Q. Vera Liao Junti Zhang Yi-Chieh Lee 28 0 0 22 Jan 2025
Exploring the Danmaku Content Moderation on Video-Sharing Platforms: Existing Limitations, Challenges, and Design Opportunities Siying Hu Zhicong Lu 27 1 0 07 Nov 2024
DeMod: A Holistic Tool with Explainable Detection and Personalized Modification for Toxicity Censorship Y. K. Li Peng Zhang Hansu Gu T. Lu Siyuan Qiao Yubo Shu Y. Shao Ning Gu 36 1 0 04 Nov 2024
SLM-Mod: Small Language Models Surpass LLMs at Content Moderation Xianyang Zhan Agam Goyal Yilun Chen Eshwar Chandrasekharan Koustuv Saha AI4MH 139 0 0 17 Oct 2024
Comparing Zealous and Restrained AI Recommendations in a Real-World Human-AI Collaboration Task Chengyuan Xu Kuo-Chin Lien Tobias Höllerer 27 10 0 06 Oct 2024
Safe Guard: an LLM-agent for Real-time Voice-based Hate Speech Detection in Social Virtual Reality Yiwen Xu Qinyang Hou Hongyu Wan Mirjana Prpa 28 1 0 23 Sep 2024
Collaborative Human-AI Risk Annotation: Co-Annotating Online Incivility with CHAIRA J. Park Rahul Dev Ellezhuthil Pamela J. Wisniewski Vivek Singh 34 1 0 21 Sep 2024
Practically implementing an LLM-supported collaborative vulnerability remediation process: a team-based approach Xiaoqing Wang Yuanjing Tian Keman Huang Bin Liang 34 1 0 21 Sep 2024
A Two-Phase Visualization System for Continuous Human-AI Collaboration in Sequelae Analysis and Modeling Ouyang Yang Chenyang Zhang He Wang Tianle Ma Chang Jiang Yuheng Yan Zuo-Qin Yan Xiaojuan Ma Chuhan Shi Quan Li 15 0 0 20 Jul 2024
WARNING This Contains Misinformation: The Effect of Cognitive Factors, Beliefs, and Personality on Misinformation Warning Tag Attitudes Robert Kaufman Aaron Broukhim Michael Haupt 32 2 0 02 Jul 2024
Modulating Language Model Experiences through Frictions Katherine M. Collins Valerie Chen Ilia Sucholutsky Hannah Rose Kirk Malak Sadek Holli Sargeant Ameet Talwalkar Adrian Weller Umang Bhatt KELM 66 4 0 24 Jun 2024
Designing Child-Centered Content Exposure and Moderation Belén Saldías 18 1 0 12 Jun 2024
Do Large Language Models Perform the Way People Expect? Measuring the Human Generalization Function Keyon Vafa Ashesh Rambachan S. Mullainathan ELM ALM 24 13 0 03 Jun 2024
A Dynamic Model of Performative Human-ML Collaboration: Theory and Empirical Evidence Tom Sühr Samira Samadi Chiara Farronato HAI 26 2 0 22 May 2024
Leveraging Large Language Models (LLMs) to Support Collaborative Human-AI Online Risk Data Annotation J. Park Pamela J. Wisniewski Vivek Singh 30 2 0 11 Apr 2024
Allowing humans to interactively guide machines where to look does not always improve human-AI team's classification accuracy Giang Nguyen Mohammad Reza Taesiri Sunnie S. Y. Kim Anh Nguyen HAI AAML FAtt 31 6 0 08 Apr 2024
A Taxonomy for Human-LLM Interaction Modes: An Initial Exploration Jie Ying Gao Simret Araya Gebreegziabher K. T. W. Choo T. Li S. Perrault Thomas W. Malone 31 30 0 30 Mar 2024
NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data Manuel Tonneau Pedro Vitor Quinta de Castro Karim Lasri I. Farouq Lakshminarayanan Subramanian Victor Orozco-Olvera Samuel Fraiberger 36 9 0 28 Mar 2024
Moderating Illicit Online Image Promotion for Unsafe User-Generated Content Games Using Large Vision-Language Models Keyan Guo Ayush Utkarsh Wenbo Ding Isabelle Ondracek Ziming Zhao Guo Freeman Nishant Vishwamitra Hongxin Hu 45 5 0 27 Mar 2024
SciCapenter: Supporting Caption Composition for Scientific Figures with Machine-Generated Captions and Ratings Ting-Yao Hsu Chieh-Yang Huang Shih-Hong Huang Ryan A. Rossi Sungchul Kim Tong Yu C. Lee Giles ‘Kenneth’ Huang 24 6 0 26 Mar 2024
Behind the Counter: Exploring the Motivations and Barriers of Online Counterspeech Writing Kaike Ping Anisha Kumar Xiaohan Ding Eugenia H. Rho 23 2 0 25 Mar 2024
Linguistically Differentiating Acts and Recalls of Racial Microaggressions on Social Media U. Gunturi Anisha Kumar Xiaohan Ding Eugenia H. Rho 24 4 0 25 Mar 2024
Towards Human-AI Deliberation: Design and Evaluation of LLM-Empowered Deliberative AI for AI-Assisted Decision-Making Shuai Ma Qiaoyi Chen Xinru Wang Chengbo Zheng Zhenhui Peng Ming Yin Xiaojuan Ma ELM 26 20 0 25 Mar 2024
"Are You Really Sure?" Understanding the Effects of Human Self-Confidence Calibration in AI-Assisted Decision Making Shuai Ma Xinru Wang Ying Lei Chuhan Shi Ming Yin Xiaojuan Ma 29 24 0 14 Mar 2024
Charting the Future of AI in Project-Based Learning: A Co-Design Exploration with Students Chengbo Zheng Kangyu Yuan Bingcan Guo Reza Hadi Mogavi Zhenhui Peng Shuai Ma Xiaojuan Ma 35 20 0 26 Jan 2024
Mapping the Design Space of Teachable Social Media Feed Experiences K. J. Kevin Feng Xander Koo Lawrence Tan Amy Bruckman David W. McDonald Amy X. Zhang 27 15 0 25 Jan 2024
"I Got Flagged for Supposed Bullying, Even Though It Was in Response to Someone Harassing Me About My Disability.": A Study of Blind TikTokers' Content Moderation Experiences Yao Lyu Jie Cai Anisa Callis Kelley Cotter John M. Carroll 35 14 0 22 Jan 2024
Evaluating the Utility of Conformal Prediction Sets for AI-Advised Image Labeling Dongping Zhang Angelos Chatzimparmpas Negar Kamali Jessica Hullman 34 7 0 16 Jan 2024
Interrogating AI: Characterizing Emergent Playful Interactions with ChatGPT Mohammad Ronagh Nikghalb Jinghui Cheng 28 1 0 16 Jan 2024
Explain To Decide: A Human-Centric Review on the Role of Explainable Artificial Intelligence in AI-assisted Decision Making Milad Rogha 33 0 0 11 Dec 2023
Human-AI Collaboration in Thematic Analysis using ChatGPT: A User Study and Design Recommendations Lixiang Yan Vanessa Echeverría G. Fernandez-Nieto Yueqiao Jin Z. Swiecki Linxuan Zhao D. Gašević Roberto Martínez-Maldonado 20 13 0 07 Nov 2023
Effective Human-AI Teams via Learned Natural Language Rules and Onboarding Hussein Mozannar Jimin J Lee Dennis L. Wei P. Sattigeri Subhro Das David Sontag 41 11 0 02 Nov 2023
Human-AI collaboration is not very collaborative yet: A taxonomy of interaction patterns in AI-assisted decision making from a systematic review Catalina Gomez Sue Min Cho Shichang Ke Chien-Ming Huang Mathias Unberath 34 1 0 30 Oct 2023
AXNav: Replaying Accessibility Tests from Natural Language Maryam Taeb Amanda Swearngin E. Schoop Ruijia Cheng Yue Jiang Jeffrey Nichols 31 37 0 03 Oct 2023
Watch Your Language: Investigating Content Moderation with Large Language Models Deepak Kumar Y. AbuHashem Zakir Durumeric AI4MH 36 15 0 25 Sep 2023
May I Ask a Follow-up Question? Understanding the Benefits of Conversations in Neural Network Explainability Tong Zhang Xiaoyu Yang Boyang Albert Li 23 3 0 25 Sep 2023
"It Felt Like Having a Second Mind": Investigating Human-AI Co-creativity in Prewriting with Large Language Models Qian Wan Si-Yuan Hu Yu Zhang Pi-Hui Wang Bo Wen Zhicong Lu HAI LRM 29 27 0 20 Jul 2023
COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements Xuhui Zhou Haojie Zhu Akhila Yerukola Thomas Davidson Jena D. Hwang Swabha Swayamdipta Maarten Sap 19 34 0 03 Jun 2023
Hate Raids on Twitch: Understanding Real-Time Human-Bot Coordinated Attacks in Live Streaming Communities Jie Cai S. Chowdhury Hongyang Zhou D. Y. Wohn 24 10 0 25 May 2023
BiasX: "Thinking Slow" in Toxic Content Moderation with Explanations of Implied Social Biases Yiming Zhang Sravani Nanduri Liwei Jiang Tongshuang Wu Maarten Sap 41 7 0 23 May 2023
On the Perception of Difficulty: Differences between Humans and AI Philipp Spitzer Joshua Holstein Michael Vossing Niklas Kühl 25 0 0 19 Apr 2023
Learning Personalized Decision Support Policies Umang Bhatt Valerie Chen Katherine M. Collins Parameswaran Kamalaruban Emma Kallina Adrian Weller Ameet Talwalkar OffRL 56 10 0 13 Apr 2023
Human-AI Collaboration: The Effect of AI Delegation on Human Task Performance and Task Satisfaction Patrick Hemmer Monika Westphal Max Schemmer S. Vetter Michael Vossing G. Satzger 52 42 0 16 Mar 2023
Collaboration with Conversational AI Assistants for UX Evaluation: Questions and How to Ask them (Voice vs. Text) Emily Kuang Ehsan Jahangirzadeh Soure Mingming Fan J. Zhao Kristen Shinohara ELM 33 22 0 07 Mar 2023
Optimising Human-Machine Collaboration for Efficient High-Precision Information Extraction from Text Documents Bradley Butcher Miri Zilka Darren Cook Jiri Hron Adrian Weller 38 3 0 18 Feb 2023
Competent but Rigid: Identifying the Gap in Empowering AI to Participate Equally in Group Decision-Making Chengbo Zheng Yuheng Wu Chuhan Shi Shuai Ma Jiehui Luo Xiaojuan Ma 27 26 0 17 Feb 2023
Learning Complementary Policies for Human-AI Teams Ruijiang Gao M. Saar-Tsechansky Maria De-Arteaga Ligong Han Wei-Ju Sun Min Kyung Lee Matthew Lease 30 8 0 06 Feb 2023
Appropriate Reliance on AI Advice: Conceptualization and the Effect of Explanations Max Schemmer Niklas Kühl Carina Benz Andrea Bartos G. Satzger 21 97 0 04 Feb 2023