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@@ -81,7 +81,7 @@ Using RefOI, we evaluate several state-of-the-art VLMs and uncover **three tiers
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  ![Overview](vlm-reg.png)
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- ## ## Dataset Schema and Split
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  ### Data Fields
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  Each entry in the dataset contains the following fields:
@@ -163,7 +163,7 @@ If you find our data useful, please consider citing our work:
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  @misc{vlmreg2025,
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  title = {Vision–Language Models Are Not Pragmatically Competent in Referring Expression Generation},
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  year = {2025},
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- note = {Under review at COLM 2025, ACL GEM 2025, CVinW CVPR 2025},
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  url = {https://vlm-reg.github.io},
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  }
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  ```
 
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  ![Overview](vlm-reg.png)
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+ ## Dataset Schema and Split
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  ### Data Fields
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  Each entry in the dataset contains the following fields:
 
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  @misc{vlmreg2025,
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  title = {Vision–Language Models Are Not Pragmatically Competent in Referring Expression Generation},
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  year = {2025},
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+ note = {Under review at COLM 2025, ACL GEM 2025},
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  url = {https://vlm-reg.github.io},
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  }
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  ```