Jan Ole Krugmann

ORCID: 0009-0003-6467-1807
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About
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Research Areas
  • Sentiment Analysis and Opinion Mining
  • Misinformation and Its Impacts
  • Topic Modeling

Technical University of Munich
2024

Abstract In the rapidly advancing age of Generative AI, Large Language Models (LLMs) such as ChatGPT stand at forefront disrupting marketing practice and research. This paper presents a comprehensive exploration LLMs’ proficiency in sentiment analysis, core task research for understanding consumer emotions, opinions, perceptions. We benchmark performance three state-of-the-art LLMs, i.e., GPT-3.5, GPT-4, Llama 2, against established, high-performing transfer learning models. Despite their...

10.1007/s40547-024-00143-4 article EN cc-by Customer Needs and Solutions 2024-03-05
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