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Foundation models for topic modeling: a case study

  • Han Zeng,
  • Jia-Ming Sun,
  • Chun-Shu Li,
  • Zhuying Li,
  • Tong Wei

摘要

In summary, GPT-4 outperforms the other two LLMs throughout the entire process, primarily due to the limitations of the models’ scale. Meanwhile, Qwen-72B performs considerably better than Qwen-14B and achieves comparable results, albeit slightly inferior, to those of GPT-4. We summarized our experiments in Table 2.