Upol Ehsan

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Natural Language

Exploration Exploitation Tradeoff

Design Guidelines

Artificially Intelligent

Top Venues

CHI Extended Abstracts

Proc. ACM Hum. Comput. Interact.

Publications

Upol Ehsan, Elizabeth Anne Watkins, Philipp Wintersberger, Carina Manger, Sunnie S. Y. Kim, Niels van Berkel, Andreas Riener, Mark O. Riedl
Human-Centered Explainable AI (HCXAI): Reloading Explainability in the Era of Large Language Models (LLMs). CHI Extended Abstracts (2024)
Upol Ehsan, Mark O. Riedl
Social construction of XAI: Do we need one definition to rule them all? Patterns 5 (2) (2024)
Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael J. Muller, Mark O. Riedl
The Who in XAI: How AI Background Shapes Perceptions of AI Explanations. CHI (2024)
Meg Young, Upol Ehsan, Ranjit Singh, Emnet Tafesse, Michele Gilman, Christina Harrington, Jacob Metcalf
Participation versus scale: Tensions in the practical demands on participatory AI. First Monday 29 (4) (2024)
Upol Ehsan, Mark O. Riedl
Explainability pitfalls: Beyond dark patterns in explainable AI. Patterns 5 (6) (2024)
Upol Ehsan, Q. Vera Liao, Samir Passi, Mark O. Riedl, Hal Daumé III
Seamful XAI: Operationalizing Seamful Design in Explainable AI. Proc. ACM Hum. Comput. Interact. 8 (CSCW1) (2024)
Upol Ehsan, Koustuv Saha, Munmun De Choudhury, Mark O. Riedl
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI. CoRR (2023)
Upol Ehsan, Koustuv Saha, Munmun De Choudhury, Mark O. Riedl
Charting the Sociotechnical Gap in Explainable AI: A Framework to Address the Gap in XAI. Proc. ACM Hum. Comput. Interact. 7 (CSCW1) (2023)
Zhiyu Lin, Upol Ehsan, Rohan Agarwal, Samihan Dani, Vidushi Vashishth, Mark O. Riedl
Beyond Prompts: Exploring the Design Space of Mixed-Initiative Co-Creativity Systems. CoRR (2023)
Upol Ehsan, Philipp Wintersberger, Elizabeth Anne Watkins, Carina Manger, Gonzalo Ramos, Justin D. Weisz, Hal Daumé III, Andreas Riener, Mark O. Riedl
Human-Centered Explainable AI (HCXAI): Coming of Age. CHI Extended Abstracts (2023)
Upol Ehsan, Philipp Wintersberger, Q. Vera Liao, Elizabeth Anne Watkins, Carina Manger, Hal Daumé III, Andreas Riener, Mark O. Riedl
Human-Centered Explainable AI (HCXAI): Beyond Opening the Black-Box of AI. CHI Extended Abstracts (2022)
Upol Ehsan, Q. Vera Liao, Samir Passi, Mark O. Riedl, Hal Daumé III
Seamful XAI: Operationalizing Seamful Design in Explainable AI. CoRR (2022)
Upol Ehsan, Ranjit Singh, Jacob Metcalf, Mark O. Riedl
The Algorithmic Imprint. CoRR (2022)
Upol Ehsan, Mark O. Riedl
Social Construction of XAI: Do We Need One Definition to Rule Them All? CoRR (2022)
Upol Ehsan, Ranjit Singh, Jacob Metcalf, Mark Riedl
The Algorithmic Imprint. FAccT (2022)
Upol Ehsan, Mark O. Riedl
Explainability Pitfalls: Beyond Dark Patterns in Explainable AI. CoRR (2021)
Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, Justin D. Weisz
Expanding Explainability: Towards Social Transparency in AI systems. CHI (2021)
Upol Ehsan, Q. Vera Liao, Michael J. Muller, Mark O. Riedl, Justin D. Weisz
Expanding Explainability: Towards Social Transparency in AI systems. CoRR (2021)
Upol Ehsan, Samir Passi, Q. Vera Liao, Larry Chan, I-Hsiang Lee, Michael J. Muller, Mark O. Riedl
The Who in Explainable AI: How AI Background Shapes Perceptions of AI Explanations. CoRR (2021)
Ronal Singh, Upol Ehsan, Marc Cheong, Mark O. Riedl, Tim Miller
LEx: A Framework for Operationalising Layers of Machine Learning Explanations. CoRR (2021)
Upol Ehsan, Philipp Wintersberger, Q. Vera Liao, Martina Mara, Marc Streit, Sandra Wachter, Andreas Riener, Mark O. Riedl
Operationalizing Human-Centered Perspectives in Explainable AI. CHI Extended Abstracts (2021)
Cheng Yao Wang, Mose Sakashita, Upol Ehsan, Jingjin Li, Andrea Stevenson Won
Again, Together: Socially Reliving Virtual Reality Experiences When Separated. CHI (2020)
Upol Ehsan, Mark O. Riedl
Human-centered Explainable AI: Towards a Reflective Sociotechnical Approach. CoRR (2020)
Upol Ehsan, Mark O. Riedl
Human-Centered Explainable AI: Towards a Reflective Sociotechnical Approach. HCI (42) (2020)
Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark Riedl
Automated Rationale Generation: A Technique for Explainable AI and its Effects on Human Perceptions. CoRR (2019)
Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark O. Riedl
Automated rationale generation: a technique for explainable AI and its effects on human perceptions. IUI (2019)
Cheng Yao Wang, Mose Sakashita, Upol Ehsan, Jingjin Li, Andrea Stevenson Won
RelivelnVR: Capturing and Reliving Virtual Reality Experiences Together. VR (2019)
Upol Ehsan, Brent Harrison, Larry Chan, Mark O. Riedl
Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations. AIES (2018)
Brent Harrison, Upol Ehsan, Mark O. Riedl
Guiding Reinforcement Learning Exploration Using Natural Language. AAMAS (2018)
Upol Ehsan, Pradyumna Tambwekar, Larry Chan, Brent Harrison, Mark O. Riedl
Learning to Generate Natural Language Rationales for Game Playing Agents. AIIDE Workshops (2018)
Upol Ehsan, Nazmus Sakib, Md Munirul Haque, Tanjir Soron, Devansh Saxena, Sheikh Iqbal Ahamed, Amy Schwichtenberg, Golam Rabbani, Shaheen Akter, Faruq Alam, Azima Begum, Syed Ishtiaque Ahmed
Confronting Autism in Urban Bangladesh: Unpacking Infrastructural and Cultural Challenges. EAI Endorsed Trans. Pervasive Health Technol. 4 (14) (2018)
Marisol Wong-Villacres, Upol Ehsan, Amber Solomon, Mercedes Pozo Buil, Betsy DiSalvo
Design Guidelines for Parent-School Technologies to Support the Ecology of Parental Engagement. IDC (2017)
Brent Harrison, Upol Ehsan, Mark O. Riedl
Guiding Reinforcement Learning Exploration Using Natural Language. CoRR (2017)
Brent Harrison, Upol Ehsan, Mark O. Riedl
Rationalization: A Neural Machine Translation Approach to Generating Natural Language Explanations. CoRR (2017)