README.md

LLMs-for-Topic-Modeling

Topic Extraction via LLMs Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling (LREC-COLING 2024)

To extract topics via LLMs:

CUDA_VISIBLE_DEVICES = "Your_GPU" python3 topic_extraction.py

To evaluate topics generated by LLMs:

CUDA_VISIBLE_DEVICES = "Your_GPU" python3 Topics_granularity.py

Bibtex:

@article{mu2024large,
  title={Large Language Models Offer an Alternative to the Traditional Approach of Topic Modelling},
  author={Mu, Yida and Dong, Chun and Bontcheva, Kalina and Song, Xingyi},
  journal={arXiv preprint arXiv:2403.16248},
  year={2024}
}