Natural Language Processing and Large Language Models Supporting Data Analytics for System Sciences

Enhancing Ontologies with Large Language Models: A Semi-Automated Approach

Tran Van Anh Pham, Berlin School of Economics and Law
Sebastian Huettemann, Berlin School of Economics and Law
Roland M. Mueller, Berlin School of Economics and Law

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Evaluating Topic Models with OpenAI Embeddings: A Comparative Analysis on Variable-Length Texts Using Two Datasets

Abdullah Wahbeh, Slippery Rock University of Pennsylvania
Mohammad Al-Ramahi, Texas A&M University-San Antonio
Omar El-Gayar, Dakota State University
Ahmed Elnoshokaty, California State University, San Bernardino
Tareq Nasralah, Northeastern University

Hilton Waikoloa Village, Hawaii

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How Does ESG Reporting Data Affect Operational Efficiency? Does ESG rating matter?

Gladie Lui, ESCP Business School

Hilton Waikoloa Village, Hawaii

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Introduction to the Minitrack on Natural Language Processing and Large Language Models Supporting Data Analytics for System Sciences

Neil Ranly, Air Force Institute of Technology
Kimberly Binsted, University of Hawaii at Manoa
Winston Wu, University of Hawaii at Hilo
Torrey Wagner, Air Force Institute of Technology

Hilton Waikoloa Village, Hawaii

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Support Ticket Anonymization: Advancing Data Privacy with Transformer-Based Named Entity Recognition

David Raffetseder, JKU Linz
Carl Weilguny, FiveSquare GmbH
Patrick Haidinger, FiveSquare GmbH
Hans-Peter Pichler, FiveSquare GmbH
Wolfgang Narzt, JKU Linz

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Undergraduate Pacific Studies Exam Generation and Answering Using Retrieval Augmented Generation and Large Language Models

Erick Tyndall, Air Force Institute of Technology
Colleen Gayheart, Air Force Institute of Technology
Alexandre Some, Air Force Institute of Technology
Joseph Genz, University of Hawaii at Hilo
Brent Langhals, Air Force Institute of Technology
Torrey Wagner, Air Force Institute of Technology

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Zero-shot Comparison of Large Language Models (LLMs) Reasoning Abilities on Long-text Analogies

Kara Combs, Air Force Research Laboratory
Trevor Bihl, Air Force Research Laboratory
Spencer Howlett, Applied Research Solutions
Yuki Adams, Applied Research Solutions

Hilton Waikoloa Village, Hawaii

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