Human-AI Interaction and Collaboration
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SafePath: Preventing Harmful Reasoning in Chain-of-Thought via Early Alignment
- Wonje Jeung, Sangyeon Yoon, Minsuk Kahng, Albert No
arXiv
C²: Scalable Auto-Feedback for LLM-based Chart Generation
- Woosung Koh, Janghan Yoon, MinHyung Lee, Youngjin Song, Jaegwan Cho, Jaehyun Kang, Taehyeon Kim, Se-Young Yun, Youngjae Yu, Bongshin Lee
Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL 2025)
LLM Adoption in Data Curation Workflows: Industry Practices and Insights
- Crystal Qian, Michael Xieyang Liu, Emily Reif, Grady Simon, Nada Hussein, Nathan Clement, James Wexler, Carrie J. Cai, Michael Terry, Minsuk Kahng
ACM CHI Conference on Human Factors in Computing Systems (CHI 2025)
LLM Attributor: Interactive Visual Attribution for LLM Generation
- Seongmin Lee, Zijie J Wang, Aishwarya Chakravarthy, Alec Helbling, ShengYun Peng, Mansi Phute, Duen Horng Chau, Minsuk Kahng
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI 2025)
Multi-turn Evaluation of Anthropomorphic Behaviours in Large Language Models
- Lujain Ibrahim, Canfer Akbulut, Rasmi Elasmar, Charvi Rastogi, Minsuk Kahng, Meredith Ringel Morris, Kevin R McKee, Verena Rieser, Murray Shanahan, Laura Weidinger
arXiv
LLM Comparator: Interactive Analysis of Side-by-Side Evaluation of Large Language Models
- Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
IEEE Transactions on Visualization and Computer Graphics (VIS 2024)
Gemma 2: Improving Open Language Models at a Practical Size
- Google DeepMind Gemma Team, Minsuk Kahng
arXiv
Adversarial Nibbler: An Open Red-Teaming Method for Identifying Diverse Harms in Text-to-Image Generation
- Jessica Quaye, Alicia Parrish, Oana Inel, Charvi Rastogi, Hannah Rose Kirk, Minsuk Kahng, Erin van Liemt, Max Bartolo, Jess Tsang, Justin White, Nathan Clement, Rafael Mosquera, Juan Ciro, Vijay Janapa Reddi, Lora Aroyo
ACM Conference on Fairness, Accountability, and Transparency (FAccT 2024)
Redefining Activity Tracking Through Older Adults' Reflections on Meaningful Activities
- Yiwen Wang, Mengying Li, Young-Ho Kim, Bongshin Lee, Margaret Danilovich, Amanda Lazar, David E. Conroy, Hernisa Kacorri, Eun Kyoung Choe
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Visual Cues for Data Analysis Features Amplify Challenges for Blind Spreadsheet Users
- Minoli Perera, Bongshin Lee, Eun Kyoung Choe, Kim Marriott
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Automatic Histograms: Leveraging Language Models for Text Dataset Exploration
- Emily Reif, Crystal Qian, James Wexler, Minsuk Kahng
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
LLM Comparator: Visual Analytics for Side-by-Side Evaluation of Large Language Models
- Minsuk Kahng, Ian Tenney, Mahima Pushkarna, Michael Xieyang Liu, James Wexler, Emily Reif, Krystal Kallarackal, Minsuk Chang, Michael Terry, Lucas Dixon
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Understanding the Dataset Practitioners Behind Large Language Models
- Crystal Qian, Emily Reif, Minsuk Kahng
ACM CHI Conference on Human Factors in Computing Systems (CHI 2024)
Interactive Prompt Debugging with Sequence Salience
- Ian Tenney, Ryan Mullins, Bin Du, Shree Pandya, Minsuk Kahng, Lucas Dixon
arXiv
Data Formulator: AI-powered Concept-driven Visualization Authoring
- Chenglong Wang, John R. Thompson, Bongshin Lee
IEEE Transactions on Visualization and Computer Graphics (VIS 2023)
Visualizing Linguistic Diversity of Text Datasets Synthesized by Large Language Models
- Emily Reif, Minsuk Kahng, Savvas Petridis
IEEE Visualization Conference (VIS 2023)
VLSlice: Interactive Vision-and-Language Slice Discovery
- Eric Slyman, Minsuk Kahng, Stefan Lee
IEEE/CVF International Conference on Computer Vision (ICCV 2023)
DendroMap: Visual Exploration of Large-Scale Image Datasets for Machine Learning with Treemaps
- Donald Bertucci, Md Montaser Hamid, Yashwanthi Anand, Anita Ruangrotsakun, Delyar Tabatabai, Melissa Perez, Minsuk Kahng
IEEE Transactions on Visualization and Computer Graphics (VIS 2022)