Carrie J. Cai

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 43

Top Venues

CoRR

CHI

CHI Extended Abstracts

IUI

Massachusetts Institute of Technology, Cambridge, USA (PHD)

Education History

Massachusetts Institute of Technology, Cambridge, USA

PHD

Publications

Michael Xieyang Liu, Frederick Liu, Alexander J. Fiannaca, Terry Koo, Lucas Dixon, Michael Terry, Carrie J. Cai
"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output. CHI Extended Abstracts (2024)
Savvas Petridis, Michael Terry, Carrie J. Cai
PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers' Workflows. Conference on Designing Interactive Systems (2024)
Savvas Petridis, Michael Xieyang Liu, Alexander J. Fiannaca, Vivian Tsai, Michael Terry, Carrie J. Cai
In Situ AI Prototyping: Infusing Multimodal Prompts into Mobile Settings with MobileMaker. CoRR (2024)
Savvas Petridis, Benjamin D. Wedin, James Wexler, Mahima Pushkarna, Aaron Donsbach, Nitesh Goyal, Carrie J. Cai, Michael Terry
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles. IUI (2024)
Michael Xieyang Liu, Frederick Liu, Alexander J. Fiannaca, Terry Koo, Lucas Dixon, Michael Terry, Carrie J. Cai
"We Need Structured Output": Towards User-centered Constraints on Large Language Model Output. CoRR (2024)
Meredith Ringel Morris, Carrie J. Cai, Jess Holbrook, Chinmay Kulkarni, Michael Terry
The Design Space of Generative Models. CoRR (2023)
Minsuk Chang, Stefania Druga, Alexander J. Fiannaca, Pedro Vergani, Chinmay Kulkarni, Carrie J. Cai, Michael Terry
The Prompt Artists. Creativity & Cognition (2023)
Chinmay Kulkarni, Stefania Druga, Minsuk Chang, Alex Fiannaca, Carrie J. Cai, Michael Terry
A Word is Worth a Thousand Pictures: Prompts as AI Design Material. CoRR (2023)
Savvas Petridis, Michael Terry, Carrie J. Cai
PromptInfuser: How Tightly Coupling AI and UI Design Impacts Designers' Workflows. CoRR (2023)
Joon Sung Park, Joseph C. O'Brien, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
Generative Agents: Interactive Simulacra of Human Behavior. CoRR (2023)
Savvas Petridis, Ben Wedin, James Wexler, Aaron Donsbach, Mahima Pushkarna, Nitesh Goyal, Carrie J. Cai, Michael Terry
ConstitutionMaker: Interactively Critiquing Large Language Models by Converting Feedback into Principles. CoRR (2023)
Alexander J. Fiannaca, Chinmay Kulkarni, Carrie J. Cai, Michael Terry
Programming without a Programming Language: Challenges and Opportunities for Designing Developer Tools for Prompt Programming. CHI Extended Abstracts (2023)
Minsuk Chang, Stefania Druga, Alex Fiannaca, Pedro Vergani, Chinmay Kulkarni, Carrie J. Cai, Michael Terry
The Prompt Artists. CoRR (2023)
Ellen Jiang, Edwin Toh, Alejandra Molina, Kristen Olson, Claire Kayacik, Aaron Donsbach, Carrie J. Cai, Michael Terry
Discovering the Syntax and Strategies of Natural Language Programming with Generative Language Models. CHI (2022)
Ellen Jiang, Kristen Olson, Edwin Toh, Alejandra Molina, Aaron Donsbach, Michael Terry, Carrie J. Cai
PromptMaker: Prompt-based Prototyping with Large Language Models. CHI Extended Abstracts (2022)
Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
Social Simulacra: Creating Populated Prototypes for Social Computing Systems. UIST (2022)
Tongshuang Wu, Ellen Jiang, Aaron Donsbach, Jeff Gray, Alejandra Molina, Michael Terry, Carrie J. Cai
PromptChainer: Chaining Large Language Model Prompts through Visual Programming. CHI Extended Abstracts (2022)
Joon Sung Park, Lindsay Popowski, Carrie J. Cai, Meredith Ringel Morris, Percy Liang, Michael S. Bernstein
Social Simulacra: Creating Populated Prototypes for Social Computing Systems. CoRR (2022)
Tongshuang Wu, Ellen Jiang, Aaron Donsbach, Jeff Gray, Alejandra Molina, Michael Terry, Carrie J. Cai
PromptChainer: Chaining Large Language Model Prompts through Visual Programming. CoRR (2022)
Jacob Austin, Augustus Odena, Maxwell Nye, Maarten Bosma, Henryk Michalewski, David Dohan, Ellen Jiang, Carrie J. Cai, Michael Terry, Quoc V. Le, Charles Sutton
Program Synthesis with Large Language Models. CoRR (2021)
Carrie J. Cai, Samantha Winter, David Steiner, Lauren Wilcox, Michael Terry
Onboarding Materials as Cross-functional Boundary Objects for Developing AI Assistants. CHI Extended Abstracts (2021)
Tongshuang Wu, Michael Terry, Carrie J. Cai
AI Chains: Transparent and Controllable Human-AI Interaction by Chaining Large Language Model Prompts. CoRR (2021)
Ellen Jiang, Edwin Toh, Alejandra Molina, Aaron Donsbach, Carrie J. Cai, Michael Terry
GenLine and GenForm: Two Tools for Interacting with Generative Language Models in a Code Editor. UIST (Adjunct Volume) (2021)
Carrie J. Cai, Michelle Carney, Nida Zada, Michael Terry
Breakdowns and Breakthroughs: Observing Musicians' Responses to the COVID-19 Pandemic. CHI (2021)
Minhyang (Mia) Suh, Emily Youngblom, Michael Terry, Carrie J. Cai
AI as Social Glue: Uncovering the Roles of Deep Generative AI during Social Music Composition. CHI (2021)
Ryan Louie, Any Cohen, Cheng-Zhi Anna Huang, Michael Terry, Carrie J. Cai
Cococo: AI-Steering Tools for Music Novices Co-Creating with Generative Models. HAI-GEN+user2agent@IUI (2020)
Cheng-Zhi Anna Huang, Hendrik Vincent Koops, Ed Newton-Rex, Monica Dinculescu, Carrie J. Cai
AI Song Contest: Human-AI Co-Creation in Songwriting. CoRR (2020)
Ryan Louie, Andy Coenen, Cheng Zhi Huang, Michael Terry, Carrie J. Cai
Novice-AI Music Co-Creation via AI-Steering Tools for Deep Generative Models. CHI (2020)
Mike Schaekermann, Carrie J. Cai, Abigail E. Huang, Rory Sayres
Expert Discussions Improve Comprehension of Difficult Cases in Medical Image Assessment. CHI (2020)
Carrie J. Cai, Philip J. Guo
Software Developers Learning Machine Learning: Motivations, Hurdles, and Desires. VL/HCC (2019)
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
Similar image search for histopathology: SMILY. npj Digit. Medicine 2 (2019)
Narayan Hegde, Jason D. Hipp, Yun Liu, Michael E. 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
Similar Image Search for Histopathology: SMILY. CoRR (2019)
Carrie J. Cai, Jonas Jongejan, Jess Holbrook
The effects of example-based explanations in a machine learning interface. IUI (2019)
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
Human-Centered Tools for Coping with Imperfect Algorithms during Medical Decision-Making. CoRR (2019)
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
Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making. CHI (2019)
Carrie J. Cai, Samantha Winter, David Steiner, Lauren Wilcox, Michael Terry
"Hello AI": Uncovering the Onboarding Needs of Medical Practitioners for Human-AI Collaborative Decision-Making. Proc. ACM Hum. Comput. Interact. 3 (CSCW) (2019)
Been Kim, Martin Wattenberg, Justin Gilmer, Carrie J. Cai, James Wexler, Fernanda B. Viégas, Rory Sayres
Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV). ICML (2018)
Carrie J. Cai, Anji Ren, Robert C. Miller
WaitSuite: Productive Use of Diverse Waiting Moments. ACM Trans. Comput. Hum. Interact. 24 (1) (2017)
Carrie J. Cai, Shamsi T. Iqbal, Jaime Teevan
Chain Reactions: The Impact of Order on Microtask Chains. CHI (2016)
Jaime Teevan, Shamsi T. Iqbal, Carrie J. Cai, Jeffrey P. Bigham, Michael S. Bernstein, Elizabeth M. Gerber
Productivity Decomposed: Getting Big Things Done with Little Microtasks. CHI Extended Abstracts (2016)
Elena L. Glassman, Aaron Lin, Carrie J. Cai, Robert C. Miller
Learnersourcing Personalized Hints. CSCW (2016)
Carrie J. Cai, Philip J. Guo, James R. Glass, Robert C. Miller
Wait-Learning: Leveraging Wait Time for Second Language Education. CHI (2015)
Carrie J. Cai
Wait-Learning: Leveraging Wait Time for Education. UIST (Adjunct Volume) (2015)
Zhen Yue, Eden Litt, Carrie J. Cai, Jeff Stern, Kathy K. Baxter, Zhiwei Guan, Nikhil Sharma, Guangqiang (George) Zhang
Photographing information needs: the role of photos in experience sampling method-style research. CHI (2014)
Juho Kim, Philip J. Guo, Carrie J. Cai, Shang-Wen (Daniel) Li, Krzysztof Z. Gajos, Robert C. Miller
Data-driven interaction techniques for improving navigation of educational videos. UIST (2014)
Carrie J. Cai, Philip J. Guo, James R. Glass, Robert C. Miller
Wait-learning: leveraging conversational dead time for second language education. CHI Extended Abstracts (2014)
Carrie J. Cai, Robert C. Miller, Stephanie Seneff
Enhancing speech recognition in fast-paced educational games using contextual cues. SLaTE (2013)
Carrie J. Cai
Adapting arcade games for learning. CHI Extended Abstracts (2013)

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Publication Activity (10 Years)

Top Topics

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Carrie J. Cai