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@@ -238,11 +238,11 @@ This dataset is built upon PandaSet and is subject to the [PandaSet License Term
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  *(Note: The full citation for the AutoExpert baseline paper will be updated here upon the conclusion of the double-blind review process. Below is the anonymous placeholder.)*
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  ```bibtex
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- @misc{anonymous2026autoexpert,
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  title = {Auto-Annotation with Expert-Crafted Guidelines: A Study through 3D LiDAR Detection Benchmark},
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- author = {Anonymous Authors},
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- booktitle = {Under Double-Blind Review},
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- year = {2026}
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  }
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  @inproceedings{xiao2021pandaset,
 
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  *(Note: The full citation for the AutoExpert baseline paper will be updated here upon the conclusion of the double-blind review process. Below is the anonymous placeholder.)*
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  ```bibtex
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+ @misc{ma2025auto,
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  title = {Auto-Annotation with Expert-Crafted Guidelines: A Study through 3D LiDAR Detection Benchmark},
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+ author = {Ma, Yechi and Hua, Wei and Kong, Shu},
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+ booktitle = {arXiv:2506.02914},
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+ year = {2025}
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  }
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  @inproceedings{xiao2021pandaset,