Ongoing Research
AI Deep Dive: Harnessing Technology for Improved Speech Health
Nov. 2, 2023—On October 27th, we had the privilege of hosting an AI Deep Dive Session with Dr. Matthew Pontell, where we discussed the use of generative AI for enhancing speech therapy and improving speech dysfunction. This session brought to light the innovative strategies and recovery techniques that promise better speech health outcomes for those suffering from...
Wernke and Huo awarded NEH grant to conduct the largest archaeological imagery survey in the Western Hemisphere using AI
Sep. 8, 2023—Vanderbilt University’s research team, led by Steven Wernke, Yuankai Huo, and Parker VanValkenburgh, from Brown University, have been awarded a significant National Endowment for the Humanities grant to develop GeoPACHA 2.0, a next-generation archaeological mapping technology. This innovative project aims to unveil intricate details about vast settlement systems in the Andes using cutting-edge data science and AI-assisted survey techniques. The...
Fall 2023 DSI Projects Information Session
Aug. 4, 2023—The Data Science Institute Data Science Team will be looking for undergraduate and graduate students to join us as team members on projects in the Fall semester. Learn about upcoming projects including: Future of Free Speech Future of Learning Gravity Waves Plain Language Project We hope to see you at the virtual information session, which...
Empowering Educators: Insights from Classroom Audio
Jul. 14, 2023—In the realm of education, understanding the dynamics of teacher-student interactions is crucial for enhancing learning outcomes. With this goal in mind, Natalie Huerta, Doctoral Student in Special Education at Vanderbilt University, and Jess Boyle, Doctoral Student & Research Assistant at Vanderbilt Peabody College, are leading a collaborative effort to analyze classroom audio and its...
Building an AI-Powered Planning Assistant for Neurodivergent Students
Jul. 7, 2023—In the interest of developing assistive technologies, DSI Senior Data Scientist, Myranda Shirk, and Data Scientist, Umang Chandry, are leading a team to create AI-powered tools for neurodivergent individuals. The team, comprised of Data Science for Social Good (DSSG) Fellows Eleanor Beers, Sovann Chang, Minwoo Sohn, Ricky Sun, Logan A’Hearn, Jason Wisdom, and Katrina Rbeiz,...
Bridging the Language Gap: Unlocking the Potential of Generative AI in Hindi Instruction
Jun. 27, 2023—The Data Science Institute (DSI) at Vanderbilt University, in collaboration with Dr. Elliott McCarter, a Senior Lecturer in Asian Studies at Vanderbilt, is currently engaged in an exciting research project as part of the Data Science for Social Good summer program. They hope to address the language acquisition gap by utilizing generative AI, specifically through...
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...
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...
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...