
Audrey Kittredge, Crystal Lee, Xiangying Jiang
Duolingo Research Report 2025
This is the first study to demonstrate the actual learning value of the AI-enabled Video Call with Lily feature: where Duolingo users can practice speaking with Lily (powered by Open AI GPT). Using a randomized control trial, we found that Duolingo users who engaged with the Video Call with Lily feature at least 2x a day for 30 days improved their speaking abilities significantly more compared to users who did not use this feature.
Audrey Kittredge, Crystal Lee, Xiangying Jiang
Duolingo Research Report 2025
This is the first study to demonstrate the actual learning value of the AI-enabled Video Call with Lily feature: where Duolingo users can practice speaking with Lily (powered by Open AI GPT). Using a randomized control trial, we found that Duolingo users who engaged with the Video Call with Lily feature at least 2x a day for 30 days improved their speaking abilities significantly more compared to users who did not use this feature.

Crystal Lee, Casey Lew-Williams
Infant and Child Development 2022
Photo by Pineapple Supply Co. on Unsplash. Please put a tldr (too-long-didnt-read, 1~2 sentences) of your publication here. It is not recommended to put the actual abstract here because it is usually too long to fit in. $\LaTeX$ is supported. $a=b+c$.
Crystal Lee, Casey Lew-Williams
Infant and Child Development 2022
Photo by Pineapple Supply Co. on Unsplash. Please put a tldr (too-long-didnt-read, 1~2 sentences) of your publication here. It is not recommended to put the actual abstract here because it is usually too long to fit in. $\LaTeX$ is supported. $a=b+c$.

Crystal Lee, Andrew Jessop, Amy Bidgood, Michelle S. Peter, Julian M. Pine, Caroline F. Rowland, Samantha Durrant
Journal of Experimental Psychology 2022
Photo by Pineapple Supply Co. on Unsplash. Please put a tldr (too-long-didnt-read, 1~2 sentences) of your publication here. It is not recommended to put the actual abstract here because it is usually too long to fit in. $\LaTeX$ is supported. $a=b+c$.
Crystal Lee, Andrew Jessop, Amy Bidgood, Michelle S. Peter, Julian M. Pine, Caroline F. Rowland, Samantha Durrant
Journal of Experimental Psychology 2022
Photo by Pineapple Supply Co. on Unsplash. Please put a tldr (too-long-didnt-read, 1~2 sentences) of your publication here. It is not recommended to put the actual abstract here because it is usually too long to fit in. $\LaTeX$ is supported. $a=b+c$.

Crystal Lee, Casey Lew-Williams
Cognitive Development 2022 Spotlight
Photo by Pineapple Supply Co. on Unsplash. Please put a tldr (too-long-didnt-read, 1~2 sentences) of your publication here. It is not recommended to put the actual abstract here because it is usually too long to fit in. $\LaTeX$ is supported. $a=b+c$.
Crystal Lee, Casey Lew-Williams
Cognitive Development 2022 Spotlight
Photo by Pineapple Supply Co. on Unsplash. Please put a tldr (too-long-didnt-read, 1~2 sentences) of your publication here. It is not recommended to put the actual abstract here because it is usually too long to fit in. $\LaTeX$ is supported. $a=b+c$.

Crystal Lee, Casey Lew-Williams, Adele Goldberg
Proceedings of the Annual Meeting of the Cognitive Science Society 2022
In a series of experiments, I determined three variables the influence words we say: word frequency, priming, and time pressure. By identifying these factors, I demonstrate that speech production is fundamentally a "good-enough" process, where what humans say is pushed and pulled by multiple dimensions.
Crystal Lee, Casey Lew-Williams, Adele Goldberg
Proceedings of the Annual Meeting of the Cognitive Science Society 2022
In a series of experiments, I determined three variables the influence words we say: word frequency, priming, and time pressure. By identifying these factors, I demonstrate that speech production is fundamentally a "good-enough" process, where what humans say is pushed and pulled by multiple dimensions.

ManyBabies, Crystal Lee
Child development 2021
Cover image is a photo by Thomas Renaud on Unsplash. The abstract of the publication is meant to be a TLDR (very brief summary with 1~2 sentences) of your paper.
ManyBabies, Crystal Lee
Child development 2021
Cover image is a photo by Thomas Renaud on Unsplash. The abstract of the publication is meant to be a TLDR (very brief summary with 1~2 sentences) of your paper.

Language Learning 2021
Cover image is a photo by Thomas Renaud on Unsplash. The abstract of the publication is meant to be a TLDR (very brief summary with 1~2 sentences) of your paper.
Language Learning 2021
Cover image is a photo by Thomas Renaud on Unsplash. The abstract of the publication is meant to be a TLDR (very brief summary with 1~2 sentences) of your paper.

Ashley Tenesaca, Jung Yun Oh, Crystal Lee, Wanyin Hu, Zhen Bai
2019 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2019
Over 90% of deaf children are born to hearing parents who are not fluence in sign language. This mismatch can lead to delayed exposure, and ultimately childrens' delayed language acquisition. In this team, I acted as a SME expert in the development of a visual augmentation prototype that allows hearing parents to just-in-time ASL to their deaf children.
Ashley Tenesaca, Jung Yun Oh, Crystal Lee, Wanyin Hu, Zhen Bai
2019 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2019
Over 90% of deaf children are born to hearing parents who are not fluence in sign language. This mismatch can lead to delayed exposure, and ultimately childrens' delayed language acquisition. In this team, I acted as a SME expert in the development of a visual augmentation prototype that allows hearing parents to just-in-time ASL to their deaf children.