Shiping Gao

Shiping Gao

PhD student in Computer Science and Engineering at the University of Michigan.

Adaptive Boundaries: Context-Aware Detection for Synthetic Text

Accepted at The 2026 Conference on Empirical Methods in Natural Language Processing (EMNLP 2026), 2026

This work proposes a context-aware approach to detecting synthetic (machine-generated) text with adaptive decision boundaries.

BibTeX

@inproceedings{li2026adaptive,
  title = {Adaptive Boundaries: Context-Aware Detection for Synthetic Text},
  author = {Li, H. and Ni, R. and Yang, Haihui and Gao, Shiping and Liu, Y. and Quan, Xiaojun},
  booktitle = {Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing},
  year = {2026}
}