Foundation models for topic modeling: a case study

Han ZENG, Jia-Ming SUN, Chun-Shu LI, Zhuying LI, Tong WEI

Front. Comput. Sci. ›› 2025, Vol. 19 ›› Issue (2) : 192325.

PDF(1177 KB)
PDF(1177 KB)
Front. Comput. Sci. ›› 2025, Vol. 19 ›› Issue (2) : 192325. DOI: 10.1007/s11704-024-40069-7
Artificial Intelligence
LETTER

Foundation models for topic modeling: a case study

Author information +
History +

Graphical abstract

Cite this article

EndNote

Ris (Procite)

Bibtex

Download citation ▾
Han ZENG, Jia-Ming SUN, Chun-Shu LI, Zhuying LI, Tong WEI. Foundation models for topic modeling: a case study. Front. Comput. Sci., 2025, 19(2): 192325 https://doi.org/10.1007/s11704-024-40069-7

References

Publishing order | Descend order by publishing year | Descend order by cited within
[1]
Pham C M, Hoyle A, Sun S, Iyyer M. Topicgpt: a prompt-based topic modeling framework. 2023, arXiv preprint arXiv: 2311.01449
[2]
Bai J, Bai S, Chu Y, , . Qwen technical report. 2023, arXiv preprint arXiv: 2309.16609
[3]
Li Z, Zhang X, Zhang Y, Long D, Xie P, Zhang M. Towards general text embeddings with multi-stage contrastive learning. 2023, arXiv preprint arXiv: 2308.03281
[4]
McInnes L, Healy J, Saul N, Grossberger L. Umap: uniform manifold approximation and projection. The Journal of Open Source Software, 2018, 3( 29): 861

Competing interests

The authors declare that they have no competing interests or financial conflicts to disclose.

RIGHTS & PERMISSIONS

2025 Higher Education Press
AI Summary AI Mindmap
PDF(1177 KB)

Accesses

Citations

Detail
Sections
Recommended

/

〈 〉