CoRAL

At the CoRAL, we are at the forefront of integrating cutting-edge AI technologies across natural language processing, computer vision, machine learning, and artificial intelligence. Our mission is to develop advanced AI systems that excel in reasoning, controllability, and reliability, with a particular focus on navigating complex and structured data.

Our Focus:

Human-Centric Innovations: We leverage insights from human reasoning to craft techniques that adeptly handle a variety of data types, including tables, charts, and graphs. Our goal is to enhance AI's ability to understand and interact with complex datasets in ways that mirror human cognitive processes.
Advanced Technologies: Utilizing the latest advancements in Large Language Models (LLMs) and Visual Language Models (VLMs), we push the boundaries of AI’s capabilities in interpreting and reasoning about text, spreadsheets, and multimedia content. This helps us build more robust and versatile AI systems.
Real-World Impact: Our research addresses a wide range of applications, from question-answering and inference to structure generation and neural-symbolic techniques. We focus on practical solutions for data extraction, intelligent document processing, and sophisticated data visualization, with applications spanning healthcare, finance, sports, e-commerce, and education.
Links: CoRAL Overview | Research Statement | UPenn Talk

Our Mission:

We are committed to revolutionizing industries by creating AI systems that enhance decision-making, automate complex processes, and ensure transparency and reliability. Our work drives meaningful improvements across a variety of sectors. We prioritize ethical, interpretable AI systems and strive for collaborations with academic institutions and industry partners to address real-world challenges and advance the field of AI.

Get Involved:

We are currently inviting applications for positions in the CoRAL Lab. We have openings for two Ph.D. students and five undergraduate or master's students. If you're an ASU student (BS, MS, Ph.D.) interested in contributing to our cutting-edge research, we encourage you to explore our work and complete the interest form. For external inquiries or further information, please reach out to Prof. Vivek Gupta.

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School of Computing and Augmented Intelligence, Ira A. Fulton Schools of Engineering, Arizona State University