Applied Machine Learning
Soundify
PROJECTIn the art of video editing, sound is really half the story. Through formative interviews with professional editors (N=10), we found that the manual task ...
Jigsaw: Supporting Designers to Prototype Multimodal Applications by Assembling AI Foundation Models
PROJECTRecent advancements in AI foundation models have made it possible for them to be utilized off-the-shelf for creative tasks, including ideating design conc...
Wikibench
PROJECTAI tools are increasingly deployed in community contexts. However, datasets used to evaluate AI are typically created by developers and annotators outside...
What Makes Digital Support Effective?
PROJECTOnline mental health support communities have grown in recent years for providing accessible mental and emotional health support through volunteer counsel...
Shaping Online Dialogue
PROJECTCommunity rules play a key part in enabling or constraining the behaviors of members in online communities. However, little is unknown regarding whether a...
Measuring the stigmatizing effects of a highly publicized event on online mental health discourse
PROJECTMedia coverage has historically played an influential and often stigmatizing role in the public’s understanding of mental illness through harmful language...
Enhance Project
PROJECTIn the Enhance Project, learning scientists collaborate with education agencies to improve how states assess their students. Drawing upon the fields of le...
CMU Researchers Use Comics To Explain AI-Supported Public Housing System to People Who Need It Most
NEWSAs artificial intelligence becomes more accessible and prevalent in everyday life, the humans who use it should still be central to its implementation, even if they don't have a technical ...
CMU Researchers Release Zeno for Machine Learning Model Evaluation
NEWSA team of Carnegie Mellon University researchers has released a new interactive platform for data management and machine learning (ML) evaluation called Zeno....
Machine Learning Model Predicts Health Conditions of People With MS During Stay-at-Home Periods
NEWSResearch led by Carnegie Mellon University has developed a model that can accurately predict how stay-at-home orders like those put in place during the COVID-19 pandemic affect the mental ...
Studying and designing for human-AI collaborative work in real-world contexts
PROJECTAcross a range of real-world contexts, we are studying how AI is currently being designed and used to augment or transform worker practices. Moving beyond...