Update README.md

README.md

@@ -155,17 +155,3 @@ Model performance under different **Instr.** (Instruction) settings: **Dft.** (D
 The `RefOI` dataset is designed for fine-grained REG/REC analysis. It distinguishes between **COCO** and **non-COCO classes**, and between scenes with **single presence vs. co-occurrence** of the same class. 
 We encourage users to leverage these distinctions for deeper insights and invite community contributions to expand non-COCO annotations.
 
-
-## Citation
-If you find our data useful, please consider citing our work:
-
-```bibtex
-@misc{vlmreg2025,
-  title        = {Vision–Language Models Are Not Pragmatically Competent in Referring Expression Generation},
-  year         = {2025},
-  note         = {Under review at COLM 2025, ACL GEM 2025},
-  url          = {https://vlm-reg.github.io},
-}
-```
-
-