Augmenting large language models for financial sentiment analysis: a heuristic sparse mixture-of-experts framework

Dayu Li, Yang Li, Xin Chen, Wenyue Zhang. Augmenting large language models for financial sentiment analysis: a heuristic sparse mixture-of-experts framework. PeerJ Computer Science, 12, 2026. [doi]

@article{LiLCZ26,
  title = {Augmenting large language models for financial sentiment analysis: a heuristic sparse mixture-of-experts framework},
  author = {Dayu Li and Yang Li and Xin Chen and Wenyue Zhang},
  year = {2026},
  doi = {10.7717/peerj-cs.3607},
  url = {https://doi.org/10.7717/peerj-cs.3607},
  researchr = {https://researchr.org/publication/LiLCZ26},
  cites = {0},
  citedby = {0},
  journal = {PeerJ Computer Science},
  volume = {12},
}