DSI-Supported Research
Vanderbilt Data Science Institute’s Narrative Arcs Project: Using Deep Learning to Visualize Narratives
May. 8, 2023—The Vanderbilt University Data Science Institute is working on a research project that aims to gain a better understanding of how story narratives evolve and how deep learning models capture and learn information. The project utilizes an open-source tool called the BERT model from HuggingFace to extract embeddings from the last hidden layer of an...
DSI offering support to Vanderbilt faculty to build AI tools for use in their classrooms
Apr. 11, 2023—If you’re interested in leveraging the latest developments in Large Language Models to enhance your teaching and would like to help bridge the growing digital divide, which otherwise would be widened by developments in AI, we invite you to apply for free assistance from our Data Science for Social Good Fellows. Those interested can watch...
AI in the Wild: How might AI reshape the work of Data Scientists
Feb. 15, 2023—Artificial Intelligence technology never stops advancing and even changing the way we do our jobs. Language models now have the ability to do hours worth of programing in seconds, and stable diffusion models give graphic designers a tool to generate any image they can imagine. Deep learning models, by their very nature, have limitless growth...
Application deadline extended to Feb. 14 for Data Science Institute summer programs
Feb. 1, 2023—The deadline to apply for both of the Data Science Institute’s paid summer programs has been extended to Feb. 14. The DSI Summer Research Program (DSI-SRP) is open to undergraduates and encourages those with a diverse range of backgrounds to apply. Data Science for Social Good (DSSG) is open to both undergrad and graduate students with...
DSI and Anthropology project aims for largest image-based survey of archeological features and sites in America
Jan. 24, 2023—Vanderbilt’s Steven Wernke, an Associate Professor of Archeology, is working with the Data Science Institute on a project using satellite imagery and deep learning to produce the largest image-based survey of archeological features in all of the Americas. Archaeologists have faced perennial problems of scale and representation, struggling to match the scale of analysis to...
AI Deep Dive on Jan. 27: Using deep learning to improve bridge structure monitoring and inspections
Jan. 23, 2023—More than one-third of all the bridges in America are in disrepair, according to a 2022 report. It is one of the greatest infrastructure issues facing the U.S. today. Barge Design Solutions joins the Data Science Institute for this week’s AI Deep Dive to discuss a possible collaborative effort and to see how data science...
Using deep learning to improve dialogic questioning for new readers: AI Deep Dive Jan. 13
Jan. 10, 2023—Professor of Psychology Dr. Georgene Troseth has researched for years how artificial intelligence could help parents use dialogic questioning when reading with their children. Advances in data science could now make Dr. Troseth’s vision a reality. The project aims to create a model that could scan through a book parents are reading with their children...
Data Science Institute looking for students for project using AI models to better understand new languages
Jan. 6, 2023—Languages are constantly evolving and adapting to the world around them. Most approaches to learning new languages are rigid and don’t account for colloquialisms and outside influence, especially in the case of low-resource languages such as Hindi. The formal Hindi vocabulary taught by most textbooks is hardly going to help someone trying to discuss a...
Detecting Colliding Black Holes: AI Deep Dive Dec. 2
Nov. 14, 2022—Cosmic cataclysmic events such as the collision of black holes create strong gravitational waves which can be detected on Earth. Instruments such as LIGO can detect distortions of space that herald the passing of these gravity waves, but analyzing these signals is a computationally-intensive and time-consuming endeavor. Can AI offer a solution to speed discovery,...
Becoming a better negotiator: applying deep learning for negotiation research
Nov. 8, 2022—Negotiation analysis can provide valuable information to scholars who research negotiation and conflict. What conditions help in overcoming differences to reach harmonious terms? What techniques can be used to soften firm positions and reach a mutually beneficial agreement? What role do long-term relationships play in coming to a settlement? Negotiation researchers aim to answer these...