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@@ -76,16 +76,6 @@ If you find our work helpful for your research, please consider citing our work.
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  }
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- @misc{li2025surveystateartlarge,
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- title={A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges},
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- author={Zongxia Li and Xiyang Wu and Hongyang Du and Fuxiao Liu and Huy Nghiem and Guangyao Shi},
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- year={2025},
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- eprint={2501.02189},
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- archivePrefix={arXiv},
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- primaryClass={cs.CV},
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- url={https://arxiv.org/abs/2501.02189},
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- }
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-
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  @misc{li2025semanticallyawarerewardsopenendedr1,
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  title={Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation},
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  author={Zongxia Li and Yapei Chang and Yuhang Zhou and Xiyang Wu and Zichao Liang and Yoo Yeon Sung and Jordan Lee Boyd-Graber},
@@ -96,6 +86,8 @@ If you find our work helpful for your research, please consider citing our work.
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  url={https://arxiv.org/abs/2506.15068},
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  }
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  @misc{guan2024hallusionbenchadvanceddiagnosticsuite,
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  title={HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models},
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  author={Tianrui Guan and Fuxiao Liu and Xiyang Wu and Ruiqi Xian and Zongxia Li and Xiaoyu Liu and Xijun Wang and Lichang Chen and Furong Huang and Yaser Yacoob and Dinesh Manocha and Tianyi Zhou},
@@ -115,4 +107,14 @@ If you find our work helpful for your research, please consider citing our work.
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  primaryClass={cs.CV},
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  url={https://arxiv.org/abs/2406.10900},
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  }
 
 
 
 
 
 
 
 
 
 
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  ```
 
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  }
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  @misc{li2025semanticallyawarerewardsopenendedr1,
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  title={Semantically-Aware Rewards for Open-Ended R1 Training in Free-Form Generation},
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  author={Zongxia Li and Yapei Chang and Yuhang Zhou and Xiyang Wu and Zichao Liang and Yoo Yeon Sung and Jordan Lee Boyd-Graber},
 
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  url={https://arxiv.org/abs/2506.15068},
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  }
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+
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+ ## Hallucination
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  @misc{guan2024hallusionbenchadvanceddiagnosticsuite,
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  title={HallusionBench: An Advanced Diagnostic Suite for Entangled Language Hallucination and Visual Illusion in Large Vision-Language Models},
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  author={Tianrui Guan and Fuxiao Liu and Xiyang Wu and Ruiqi Xian and Zongxia Li and Xiaoyu Liu and Xijun Wang and Lichang Chen and Furong Huang and Yaser Yacoob and Dinesh Manocha and Tianyi Zhou},
 
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  primaryClass={cs.CV},
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  url={https://arxiv.org/abs/2406.10900},
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  }
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+
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+ @misc{li2025surveystateartlarge,
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+ title={A Survey of State of the Art Large Vision Language Models: Alignment, Benchmark, Evaluations and Challenges},
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+ author={Zongxia Li and Xiyang Wu and Hongyang Du and Fuxiao Liu and Huy Nghiem and Guangyao Shi},
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+ year={2025},
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+ eprint={2501.02189},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CV},
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+ url={https://arxiv.org/abs/2501.02189},
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+ }
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  ```