Rafal Kocielnik

61 papers A* 5A 4B 4Journal 28Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Bandit Algorithms for Efficient Toxicity Detection in Competitive Online Video Games. IEEE Access Jacob Morrier, Rafal Kocielnik, R. Michael Alvarez
2025	J	`jnl`	Beyond Ethics: How Inclusive Innovation Drives Economic Returns in Medical AI. CoRR Balagopal Unnikrishnan, Ariel Guerra-Adames, Amin Adibi, Sameer Peesapati, Rafal Kocielnik, Shira Fischer, Hillary Clinton Kasimbazi, Rodrigo R. Gameiro, Alina Peluso, Chrystinne Oliveira Fernandes, Maximin Lange, Lovedeep Gondara, Leo Anthony Celi
2025	J	`jnl`	Context-Aware Toxicity Detection in Multiplayer Games: Integrating Domain-Adaptive Pretraining and Match Metadata. CoRR Adrien Schurger-Foy, Rafal Kocielnik, Caglar Gulcehre, R. Michael Alvarez
2025	J	`jnl`	Generating Natural-Language Surgical Feedback: From Structured Representation to Domain-Grounded Evaluation. CoRR Firdavs Nasriddinov, Rafal Kocielnik, Anima Anandkumar, Andrew J. Hung
2025	J	`jnl`	Online Moderation in Competitive Action Games: How Intervention Affects Player Behaviors. Proc. ACM Hum. Comput. Interact. Rafal Kocielnik, Zhuofang Li, Mitchell Linegar, Deshawn Sambrano, Fereshteh Soltani, Min Kim, Nabiha Naqvie, Grant Cahill, Animashree Anandkumar, R. Michael Alvarez
2025	J	`jnl`	Prosocial Behavior Detection in Player Game Chat: From Aligning Human-AI Definitions to Efficient Annotation at Scale. CoRR Rafal Kocielnik, Min Kim, Penphob Boonyarungsrit, Fereshteh Soltani, Deshawn Sambrano, Animashree Anandkumar, R. Michael Alvarez
2025	J	`jnl`	Reinforcement Learning for Efficient Toxicity Detection in Competitive Online Video Games. CoRR Jacob Morrier, Rafal Kocielnik, R. Michael Alvarez
2025	J	`jnl`	Self-Anchored Attention Model for Sample-Efficient Classification of Prosocial Text Chat. CoRR Zhuofang Li, Rafal Kocielnik, Fereshteh Soltani, Penphob Boonyarungsrit, Animashree Anandkumar, R. Michael Alvarez
2025	J	`jnl`	The Personality Illusion: Revealing Dissociation Between Self-Reports & Behavior in LLMs. CoRR Pengrui Han, Rafal Kocielnik, Peiyang Song, Ramit Debnath, Dean Mobbs, Anima Anandkumar, R. Michael Alvarez
2024	—	`conf`	Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment. ML4H@NeurIPS Firdavs Nasriddinov, Rafal Kocielnik, Arushi Gupta, Cherine Yang, Elyssa Y. Wong, Anima Anandkumar, Andrew J. Hung
2024	J	`jnl`	Automating Feedback Analysis in Surgical Training: Detection, Categorization, and Assessment. CoRR Firdavs Nasriddinov, Rafal Kocielnik, Arushi Gupta, Cherine Yang, Elyssa Y. Wong, Anima Anandkumar, Andrew J. Hung
2024	J	`jnl`	Challenges in moderating disruptive player behavior in online competitive action games. Frontiers Comput. Sci. Rafal Kocielnik, Zhuofang Li, Claudia Kann, Deshawn Sambrano, Jacob Morrier, Mitchell Linegar, Carly Taylor, Min Kim, Nabiha Naqvie, Feri Soltani, Arman Dehpanah, Grant Cahill, Animashree Anandkumar, R. Michael Alvarez
2024	J	`jnl`	ChatGPT Based Data Augmentation for Improved Parameter-Efficient Debiasing of LLMs. CoRR Pengrui Han, Rafal Kocielnik, Adhithya Prakash Saravanan, Roy Jiang, Or Sharir, Anima Anandkumar
2024	J	`jnl`	Human AI collaboration for unsupervised categorization of live surgical feedback. npj Digit. Medicine Rafal Kocielnik, Cherine H. Yang, Runzhuo Ma, Steven Y. Cen, Elyssa Y. Wong, Timothy N. Chu, J. Everett Knudsen, Peter Wager, John Heard, Umar Ghaffar, Anima Anandkumar, Andrew J. Hung
2024	—	`conf`	Multi-Modal Self-Supervised Learning for Surgical Feedback Effectiveness Assessment. ML4H@NeurIPS Arushi Gupta, Rafal Kocielnik, Jiayun Wang, Firdavs Nasriddinov, Cherine Yang, Elyssa Y. Wong, Anima Anandkumar, Andrew J. Hung
2024	J	`jnl`	Multi-Modal Self-Supervised Learning for Surgical Feedback Effectiveness Assessment. CoRR Arushi Gupta, Rafal Kocielnik, Jiayun Wang, Firdavs Nasriddinov, Cherine Yang, Elyssa Y. Wong, Anima Anandkumar, Andrew J. Hung
2024	J	`jnl`	Online Moderation in Competitive Action Games: How Intervention Affects Player Behaviors. CoRR Zhuofang Li, Rafal Kocielnik, Mitchell Linegar, Deshawn Sambrano, Fereshteh Soltani, Min Kim, Nabiha Naqvie, Grant Cahill, Animashree Anandkumar, R. Michael Alvarez
2023	J	`jnl`	AutoBiasTest: Controllable Sentence Generation for Automated and Open-Ended Social Bias Testing in Language Models. CoRR Rafal Kocielnik, Shrimai Prabhumoye, Vivian Zhang, R. Michael Alvarez, Anima Anandkumar
2023	—	`conf`	Deep Multimodal Fusion for Surgical Feedback Classification. ML4H@NeurIPS Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung
2023	J	`jnl`	Deep Multimodal Fusion for Surgical Feedback Classification. CoRR Rafal Kocielnik, Elyssa Y. Wong, Timothy N. Chu, Lydia Lin, De-An Huang, Jiayun Wang, Anima Anandkumar, Andrew J. Hung
2023	—	`conf`	Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models. ICBINB Adhithya Prakash Saravanan, Rafal Kocielnik, Roy Jiang, Pengrui Han, Anima Anandkumar
2023	J	`jnl`	Exploring Social Bias in Downstream Applications of Text-to-Image Foundation Models. CoRR Adhithya Prakash Saravanan, Rafal Kocielnik, Roy Jiang, Pengrui Han, Anima Anandkumar
2022	—	`conf`	Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions. TL4NLP Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar
2022	J	`jnl`	Can You Label Less by Using Out-of-Domain Data? Active & Transfer Learning with Few-shot Instructions. CoRR Rafal Kocielnik, Sara Kangaslahti, Shrimai Prabhumoye, Meena Hari, R. Michael Alvarez, Anima Anandkumar
2022	A*	`conf`	From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks. CHI Hyeonsu B. Kang, Rafal Kocielnik, Andrew Head, Jiangjiang Yang, Matt Latzke, Aniket Kittur, Daniel S. Weld, Doug Downey, Jonathan Bragg
2022	J	`jnl`	From Who You Know to What You Read: Augmenting Scientific Recommendations with Implicit Social Networks. CoRR Hyeonsu B. Kang, Rafal Kocielnik, Andrew Head, Jiangjiang Yang, Matt Latzke, Aniket Kittur, Daniel S. Weld, Doug Downey, Jonathan Bragg
2022	J	`jnl`	Special Issue on Conversational Agents for Healthcare and Wellbeing. ACM Trans. Interact. Intell. Syst. Ahmet Baki Kocaballi, Liliana Laranjo, Leigh Clark, Rafal Kocielnik, Robert J. Moore, Q. Vera Liao, Timothy W. Bickmore
2021	—	`conf`	Can I Talk to You about Your Social Needs? Understanding Preference for Conversational User Interface in Health. CUI Rafal Kocielnik, Raina Langevin, James S. George, Shota Akenaga, Amelia Wang, Darwin P. Jones, Alexander Argyle, Callan Fockele, Layla Anderson, Dennis T. Hsieh, Kabir Yadav, Herbert Duber, Gary Hsieh, Andrea L. Hartzler
2021	J	`jnl`	Few-shot Instruction Prompts for Pretrained Language Models to Detect Social Biases. CoRR Shrimai Prabhumoye, Rafal Kocielnik, Mohammad Shoeybi, Anima Anandkumar, Bryan Catanzaro
2021	—	`conf`	Understanding the Role of User Interface for Multi-Criteria Decision-Making in Supporting Exploratory Usage of Information Systems. HICSS Sungsoo Ray Hong, Rafal Kocielnik, Cecilia R. Aragon, Sarah Battersby, Juho Kim
2020	A*	`ed.`	CHI '20: CHI Conference on Human Factors in Computing Systems, Honolulu, HI, USA, April 25-30, 2020 CHI Regina Bernhaupt, Florian 'Floyd' Mueller, David Verweij, Josh Andres, Joanna McGrenere, Andy Cockburn, Ignacio Avellino, Alix Goguey, Pernille Bjøn, Shengdong Zhao, Briane Paul Samson, Rafal Kocielnik
2020	—	`conf`	Conversational Agents for Health and Wellbeing. CHI Extended Abstracts Ahmet Baki Kocaballi, Juan C. Quiroz, Liliana Laranjo, Dana Rezazadegan, Rafal Kocielnik, Leigh Clark, Q. Vera Liao, Sun Young Park, Robert J. Moore, Adam S. Miner
2020	—	`ed.`	Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, CHI 2020, Honolulu, HI, USA, April 25-30, 2020 CHI Extended Abstracts Regina Bernhaupt, Florian 'Floyd' Mueller, David Verweij, Josh Andres, Joanna McGrenere, Andy Cockburn, Ignacio Avellino, Alix Goguey, Pernille Bjøn, Shengdong Zhao, Briane Paul Samson, Rafal Kocielnik
2019	A*	`conf`	Will You Accept an Imperfect AI?: Exploring Designs for Adjusting End-user Expectations of AI Systems. CHI Rafal Kocielnik, Saleema Amershi, Paul N. Bennett
2018	J	`jnl`	Beacon: Designing a Portable Device for Self-Administering a Measure of Critical Flicker Frequency. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Ravi Karkar, Rafal Kocielnik, Xiaoyi Zhang, Jasmine Zia, George N. Ioannou, Sean A. Munson, James Fogarty
2018	A*	`conf`	Challenges and Opportunities for Technology-Supported Activity Reporting in the Workplace. CHI Di Lu, Jennifer Marlow, Rafal Kocielnik, Daniel Avrahami
2018	A	`conf`	Designing for Workplace Reflection: A Chat and Voice-Based Conversational Agent. Conference on Designing Interactive Systems Rafal Kocielnik, Daniel Avrahami, Jennifer Marlow, Di Lu, Gary Hsieh
2018	A	`conf`	Facilitating Self-learning in Behavior Change Through Long-term Intelligent Conversational Assistance. IUI Rafal Kocielnik, Gary Hsieh
2018	—	`ch.`	Helping Users Reflect on Their Own Health-Related Behaviors. Studies in Conversational UX Design Rafal Kocielnik, Gary Hsieh, Daniel Avrahami
2018	J	`jnl`	Reciprocity and Donation: How Article Topic, Quality and Dwell Time Predict Banner Donation on Wikipedia. Proc. ACM Hum. Comput. Interact. Rafal Kocielnik, Os Keyes, Jonathan T. Morgan, Dario Taraborelli, David W. McDonald, Gary Hsieh
2018	J	`jnl`	Reflection Companion: A Conversational System for Engaging Users in Reflection on Physical Activity. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. Rafal Kocielnik, Lillian Xiao, Daniel Avrahami, Gary Hsieh
2018	J	`jnl`	Using Machine Learning to Support Qualitative Coding in Social Science: Shifting the Focus to Ambiguity. ACM Trans. Interact. Intell. Syst. Nan-Chen Chen, Margaret Drouhard, Rafal Kocielnik, Jina Suh, Cecilia R. Aragon
2017	B	`conf`	Aeonium: Visual analytics to support collaborative qualitative coding. PacificVis Margaret Drouhard, Nan-Chen Chen, Jina Suh, Rafal Kocielnik, Vanessa Peña Araya, Keting Cen, Xiangyi Zheng, Cecilia R. Aragon
2017	A*	`conf`	Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop. CHI Justin Cranshaw, Emad Elwany, Todd Newman, Rafal Kocielnik, Bowen Yu, Sandeep Soni, Jaime Teevan, Andrés Monroy-Hernández
2017	J	`jnl`	Calendar.help: Designing a Workflow-Based Scheduling Agent with Humans in the Loop. CoRR Justin Cranshaw, Emad Elwany, Todd Newman, Rafal Kocielnik, Bowen Yu, Sandeep Soni, Jaime Teevan, Andrés Monroy-Hernández
2017	B	`conf`	Designing interactive distance cartograms to support urban travelers. PacificVis Sungsoo (Ray) Hong, Rafal Kocielnik, Min-Joon Yoo, Sarah Battersby, Juho Kim, Cecilia R. Aragon
2017	—	`conf`	Lariat: A Visual Analytics Tool for Social Media Researchers to Explore Twitter Datasets. HICSS Nan-Chen Chen, Michael Brooks, Rafal Kocielnik, Sungsoo (Ray) Hong, Jeff Smith, Sanny Lin, Zening Qu, Cecilia R. Aragon
2017	A	`conf`	Send Me a Different Message: Utilizing Cognitive Space to Create Engaging Message Triggers. CSCW Rafal Kocielnik, Gary Hsieh
2017	—	`conf`	SparQs: Visual Analytics for Sparking Creativity in Social Media Exploration. HCI (13) Nan-Chen Chen, Michael Brooks, Rafal Kocielnik, Sungsoo (Ray) Hong, Jeff Smith, Sanny Lin, Zening Qu, Cecilia R. Aragon
2016	—	`conf`	Toward a portable, self-administered critical flicker frequency test. UbiComp Adjunct Ravi Karkar, Rafal Kocielnik, Xiaoyi Zhang, James Fogarty, George N. Ioannou, Sean A. Munson, Jasmine Zia
2016	A	`conf`	You Get Who You Pay for: The Impact of Incentives on Participation Bias. CSCW Gary Hsieh, Rafal Kocielnik
2015	J	`jnl`	Personalized Stress Management: Enabling Stress Monitoring with LifelogExplorer. Künstliche Intell. Rafal Kocielnik, Natalia Sidorova
2013	—	`conf`	A Trust Evaluation Framework for Sensor Readings in Body Area Sensor Networks. BODYNETS Vinh T. Bui, Richard Verhoeven, Johan Lukkien, Rafal Kocielnik
2013	—	`conf`	Enabling self-reflection with LifelogExplorer: Generating simple views from complex data. PervasiveHealth Rafal Kocielnik, Fabrizio Maria Maggi, Natalia Sidorova
2013	B	`conf`	Smart technologies for long-term stress monitoring at work. CBMS Rafal Kocielnik, Natalia Sidorova, Fabrizio Maria Maggi, Martin Ouwerkerk, Joyce H. D. M. Westerink
2013	—	`conf`	Wireless multi sensor bracelet with discreet feedback. Wireless Health Martin Ouwerkerk, Pierre Dandine, Dennis Bolio, Rafal Kocielnik, Johanna Mercurio, Henk Huijgen, Joyce H. D. M. Westerink
2012	—	`conf`	Stess@Work: from measuring stress to its understanding, prediction and handling with personalized coaching. IHI Jorn Bakker, Leszek Holenderski, Rafal Kocielnik, Mykola Pechenizkiy, Natalia Sidorova
2012	B	`conf`	Stress Analytics in Education. EDM Rafal Kocielnik, Mykola Pechenizkiy, Natalia Sidorova
2011	—	`conf`	Culture and Facial Expressions: A Case Study with a Speech Interface. INTERACT (2) Beant Dhillon, Rafal Kocielnik, Ioannis Politis, Marc Swerts, Dalila Szostak
2011	—	`conf`	Visual fidelity of video prototypes and user feedback: a case study. BCS HCI Beant Dhillon, P. Banach, Rafal Kocielnik, Jorge Peregrín Emparanza, Ioannis Politis, A. Paczewska, Panos Markopoulos
2009	—	`conf`	Anthropometric Facial Emotion Recognition. HCI (2) Julia Jarkiewicz, Rafal Kocielnik, Krzysztof Marasek