Carrie J. Cai

According to our database, Carrie J. Cai authored at least 42 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles.

Savvas Petridis, Benjamin D. Wedin, James Wexler, Mahima Pushkarna, Aaron Donsbach, Nitesh Goyal, Carrie J. Cai, Michael Terry

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

2023

PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers' Workflows.

Savvas Petridis, Michael Terry, Carrie J. Cai

CoRR, 2023

The Design Space of Generative Models.

Meredith Ringel Morris, Carrie J. Cai, Jess Holbrook, Chinmay Kulkarni, Michael Terry

CoRR, 2023

A Word is Worth a Thousand Pictures: Prompts as AI Design Material.

Chinmay Kulkarni, Stefania Druga, Minsuk Chang, Alex Fiannaca, Carrie J. Cai, Michael Terry

CoRR, 2023

Generative Agents: Interactive Simulacra of Human Behavior.

Joon Sung Park, Joseph C. O'Brien, Carrie Jun Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

Proceedings of the 36th Annual ACM Symposium on User Interface Software and Technology, 2023

PromptInfuser: Bringing User Interface Mock-ups to Life with Large Language Models.

Savvas Petridis, Michael Terry, Carrie Jun Cai

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

Programming without a Programming Language: Challenges and Opportunities for Designing Developer Tools for Prompt Programming.

Alexander J. Fiannaca, Chinmay Kulkarni, Carrie J. Cai, Michael Terry

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

The Prompt Artists.

Minsuk Chang, Stefania Druga, Alexander J. Fiannaca, Pedro Vergani, Chinmay Kulkarni, Carrie J. Cai, Michael Terry

Proceedings of the Creativity and Cognition, 2023

2022

Social Simulacra: Creating Populated Prototypes for Social Computing Systems.

Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein

Proceedings of the 35th Annual ACM Symposium on User Interface Software and Technology, 2022

AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts.

Tongshuang Wu, Michael Terry, Carrie Jun Cai

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

PromptChainer: Chaining Large Language Model Prompts through Visual Programming.

Tongshuang Wu, Ellen Jiang, Aaron Donsbach, Jeff Gray, Alejandra Molina, Michael Terry, Carrie J. Cai

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

Discovering the Syntax and Strategies of Natural Language Programming with Generative Language Models.

Ellen Jiang, Edwin Toh, Alejandra Molina, Kristen Olson, Claire Kayacik, Aaron Donsbach, Carrie J. Cai, Michael Terry

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

PromptMaker: Prompt-based Prototyping with Large Language Models.

Ellen Jiang, Kristen Olson, Edwin Toh, Alejandra Molina, Aaron Donsbach, Michael Terry, Carrie J. Cai

Proceedings of the CHI '22: CHI Conference on Human Factors in Computing Systems, New Orleans, LA, USA, 29 April 2022, 2022

2021

Program Synthesis with Large Language Models.

Jacob Austin, Augustus Odena, Maxwell I. Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, Charles Sutton

CoRR, 2021

GenLine and GenForm: Two Tools for Interacting with Generative Language Models in a Code Editor.

Ellen Jiang, Edwin Toh, Alejandra Molina, Aaron Donsbach, Carrie J. Cai, Michael Terry

Proceedings of the UIST '21: The Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, 2021

AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music Composition.

Minhyang (Mia) Suh, Emily Youngblom, Michael Terry, Carrie J. Cai

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Onboarding Materials as Cross-functional Boundary Objects for Developing AI Assistants.

Carrie J. Cai, Samantha Winter, David Steiner, Lauren Wilcox, Michael Terry

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Breakdowns and Breakthroughs: Observing Musicians' Responses to the COVID-19 Pandemic.

Carrie J. Cai, Michelle Carney, Nida Zada, Michael Terry

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

2020

AI Song Contest: Human-AI Co-Creation in Songwriting.

Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai

CoRR, 2020

Cococo: AI-Steering Tools for Music Novices Co-Creating with Generative Models.

Ryan Louie, Any Cohen, Cheng-Zhi Anna Huang, Michael Terry, Carrie J. Cai

Proceedings of the Joint Proceedings of the Workshops on Human-AI Co-Creation with Generative Models and User-Aware Conversational Agents co-located with 25th International Conference on Intelligent User Interfaces (IUI 2020), 2020

Human-AI Co-Creation in Songwriting.

Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Expert Discussions Improve Comprehension of Difficult Cases in Medical Image Assessment.

Mike Schaekermann, Carrie J. Cai, Abigail E. Huang, Rory Sayres

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative Models.

Ryan Louie, Andy Coenen, Cheng Zhi Huang, Michael Terry, Carrie J. Cai

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

"Hello AI": Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making.

Carrie J. Cai, Samantha Winter, David Steiner, Lauren Wilcox, Michael Terry

Proc. ACM Hum. Comput. Interact., 2019

Similar image search for histopathology: SMILY.

Narayan Hegde, Jason D. Hipp, Yun Liu, Michael Emmert-Buck, Emily Reif, Daniel Smilkov, Michael Terry, Carrie J. Cai, Mahul B. Amin, Craig H. Mermel, Philip Q. Nelson, Lily H. Peng, Gregory S. Corrado, Martin C. Stumpe

npj Digit. Medicine, 2019

Software Developers Learning Machine Learning: Motivations, Hurdles, and Desires.

Carrie J. Cai, Philip J. Guo

Proceedings of the 2019 IEEE Symposium on Visual Languages and Human-Centric Computing, 2019

The effects of example-based explanations in a machine learning interface.

Carrie J. Cai, Jonas Jongejan, Jess Holbrook

Proceedings of the 24th International Conference on Intelligent User Interfaces, 2019

Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making.

Carrie J. Cai, Emily Reif, Narayan Hegde, Jason D. Hipp, Been Kim, Daniel Smilkov, Martin Wattenberg, Fernanda B. Viégas, Gregory S. Corrado, Martin C. Stumpe, Michael Terry

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV).

Been Kim, Martin Wattenberg, Justin Gilmer, Carrie J. Cai, James Wexler, Fernanda B. Viégas, Rory Sayres

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Intelligent systems for making productive use of wait time.

Carrie J. Cai

PhD thesis, 2017

WaitSuite: Productive Use of Diverse Waiting Moments.

Carrie J. Cai, Anji Ren, Robert C. Miller

ACM Trans. Comput. Hum. Interact., 2017

2016

Learnersourcing Personalized Hints.

Elena L. Glassman, Aaron Lin, Carrie J. Cai, Robert C. Miller

Proceedings of the 19th ACM Conference on Computer-Supported Cooperative Work & Social Computing, 2016

Productivity Decomposed: Getting Big Things Done with Little Microtasks.

Jaime Teevan, Shamsi T. Iqbal, Carrie J. Cai, Jeffrey P. Bigham, Michael S. Bernstein, Elizabeth M. Gerber

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

Chain Reactions: The Impact of Order on Microtask Chains.

Carrie J. Cai, Shamsi T. Iqbal, Jaime Teevan

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016

2015

Wait-Learning: Leveraging Wait Time for Education.

Carrie J. Cai

Proceedings of the 28th Annual ACM Symposium on User Interface Software & Technology, 2015

Wait-Learning: Leveraging Wait Time for Second Language Education.

Carrie J. Cai, Philip J. Guo, James R. Glass, Robert C. Miller

Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems, 2015

2014

Data-driven interaction techniques for improving navigation of educational videos.

Juho Kim, Philip J. Guo, Carrie J. Cai, Shang-Wen (Daniel) Li, Krzysztof Z. Gajos, Robert C. Miller

Proceedings of the 27th Annual ACM Symposium on User Interface Software and Technology, 2014

Photographing information needs: the role of photos in experience sampling method-style research.

Zhen Yue, Eden Litt, Carrie J. Cai, Jeff Stern, Kathy K. Baxter, Zhiwei Guan, Nikhil Sharma, Guangqiang (George) Zhang

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

Wait-learning: leveraging conversational dead time for second language education.

Carrie J. Cai, Philip J. Guo, James R. Glass, Robert C. Miller

Proceedings of the CHI Conference on Human Factors in Computing Systems, 2014

2013

Enhancing speech recognition in fast-paced educational games using contextual cues.

Carrie J. Cai, Robert C. Miller, Stephanie Seneff

Proceedings of the ISCA International Workshop on Speech and Language Technology in Education, 2013

Adapting arcade games for learning.

Carrie J. Cai

Proceedings of the 2013 ACM SIGCHI Conference on Human Factors in Computing Systems, 2013

2012

An Analysis of the Dialogic Complexities in Designing a Question/Answering Based Conversational Agent for Preschoolers.

Anuj Tewari, Ingrid Liu, Carrie J. Cai, John F. Canny

Proceedings of the Intelligent Virtual Agents - 12th International Conference, 2012