AAAI · 2025 · Conference paper

Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning

Weijian Ma, Ruoxin Chen, Ke-Yue Zhang, Shuang Wu, Shouhong Ding

Published in: AAAI Conference on Artificial Intelligence
Date: 2025-04-11
Citations: 16

Cite

@inproceedings{ma2025instruct,
  title = {Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning},
  author = {Weijian Ma and Ruoxin Chen and Ke-Yue Zhang and Shuang Wu and Shouhong Ding},
  year = {2025},
  booktitle = {AAAI Conference on Artificial Intelligence},
  doi = {10.1609/aaai.v39i6.32640},
  url = {https://doi.org/10.1609/aaai.v39i6.32640},
}