Search for tag: "models"

OLTP16May2023_EKustova

From  PPPL Admins 0 likes 3 plays

CITP Special Event onfused by All the Chatter - Journalists, Researchers & Policymakers Talk Chatbots and Other Large Language Models

Powerful new technologies like OpenAI’s “ChatGPT” or Google’s “Bard” have sparked excitement over the potential they have to transform how we work, learn and…

From  CI Center for Information Technology Policy 0 likes 6 plays

CITP Lecture: Peter Henderson – Aligning Machine Learning, Law, and Policy for Responsible Real-World Deployments

Machine learning (ML) is being deployed to a vast array of real-world applications with profound impacts on society. ML can have positive impacts, such as aiding in the discovery of new cures for…

From  CI Center for Information Technology Policy 0 likes 4 plays

Analyzing the underlying mechanisms of cross-platform validity for Natural Language Processing-based predictive models that identify mental disorders in social media users, Yubi Mamiya, UG '26 (3995017)

Recent, dramatic increases in life-threatening self-harm and hospitalizations of young people due to mental disorders has motivated efforts to preemptively identify suffering individuals and connect…

From  Research Princeton Research Day 0 likes 74 plays

CITP Seminar-Jakob Mökander - Auditing Large Language Models

The emergence of large language models (LLMs) represents a major advance in artificial intelligence (AI) research. However, the widespread use of LLMs is also coupled with significant ethical and…

From  CI Center for Information Technology Policy 0 likes 4 plays

A Physics-Informed Deep Learning Investigation of Wind-Wave Interactions, Vassiliki Mancoridis, UG '24 (2986906)

Turbulence modeling can shed light on the physics that occurs at the boundary between ocean waves and overhead wind, which is useful in the fields of oceanography, renewable energy, weather…

From  Research Princeton Research Day 2 likes 46 plays

Retrieving by Finding Shortcuts in Representation Space, Michael Tang, UG '24 (2272401)

Information retrieval (IR) is the task of learning useful ways of representing text documents that allow us to efficiently relevant the most relevant documents for a given query, e.g. by encoding…

From  Research Princeton Research Day 1 likes 74 plays

Examining Gender Differences in Investor Questions Towards Entrepreneurs: A Shark Tank Case Study, Alison Lee, UG '24 (2262563)

Venture capital allows startups to scale and be successful quickly, yet women have historically been excluded from a majority of this funding. We explore the potential explanation that investors ask…

From  Research Princeton Research Day 0 likes 71 plays

Extending Feature Visualizations to Text-To-Image Generative Models, Adam Kelch, UG '24 (2262505)

With the rapid development of large-scale and complex generative AI models, there is a there is a demand for new tools to explain the inner workings and behavior of such systems. While various visual…

From  Research Princeton Research Day 0 likes 29 plays

What Seems to be the Problem? Stigmatizing Language in Patient Medical Notes, Abinitha Gourabathina, UG '23 (2262024)

Stigmatizing language in medical notes can prevent a patient from acquiring proper treatment. Reading medical notes containing biased language can influence subsequent clinicians’ perception of…

From  Research Princeton Research Day 0 likes 60 plays

Reimagining Baseball Analytics using ChatGPT, Senne Michielssen, UG '25 (2771011)

Spray charts are a data visualization used in baseball to describe which area of the field hitters have historically hit the ball to. Hitters have unique hitting tendencies for various reasons (e.g.,…

From  Research Princeton Research Day 8 likes 60 plays

New Opportunities with Voice Controlled Accessibility Software: Federated Machine Learning and Linux Mobile Devices, Colton Loftus, UG '23 (2264753)

For individuals with health limitations, machine learning provides a powerful way to create more useful accessibility software. Voice controlled accessibility software is one such example that allows…

From  Research Princeton Research Day 2 likes 46 plays

Using mathematical models to inform Princeton’s COVID-19 testing guidelines, Sang Woo Park, GS (2278385)

The COVID-19 pandemic has had a significant impact on our campus over the last few years. To mitigate the number of infections, many COVID-19 policies were introduced on campus, including vaccination…

From  Research Princeton Research Day 12 likes 58 plays

Investigating Persuasiveness in Large Language Models, Promise Ekpo Osaine, GS

While the rate of progress and innovation in Artificial intelligence (AI) has many potential benefits, the potential for accidental deleterious effects cannot be overemphasised. It has been…

From  Research Princeton Research Day 2 likes 74 plays

CITP Lecture: "The Societal Impact of Foundation Models"

Foundation models (ChatGPT, StableDiffusion) are transforming society: remarkable capabilities, serious risks, rampant deployment, unprecedented adoption, overflowing funding, and unending…

From  Broadcast Broadcast Center Staff 0 likes 14 plays

Accelerating Design Space Exploration with Differentiable Surrogate Models, Shikhar Tuli, GS (2278304)

Researchers constantly strive to explore large and complex search spaces in various scientific studies and physical experiments. These could include searching the exponentially large set of…

From  Research Princeton Research Day 3 likes 35 plays