@article{omninegclipenhancingclipwithfrontlayerco,
  title = {Omni-NegCLIP: Enhancing CLIP with Front-Layer Contrastive Fine-Tuning for Comprehensive Negation Understanding},
  author = {Jingqi Xu},
  year = {2026},
  eprint = {2603.29258},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2603.29258},
}