Can Large Language Models Extract Customer Needs as well as Professional Analysts?
Mar 13, 2025•5 min
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Episode description
- The paper investigates LLMs for extracting customer needs from reviews.
- Evaluations conducted with a professional marketing consulting firm.
- SFT LLMs imitate paraphrasing customer feedback into customer needs.
- LLMs trained using self-supervised and reinforcement learning methods.
- Marketing science community exploring LLM applications for research.
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