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@@ -319,31 +319,16 @@ python eval/compute_fairness_all_models.py
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  If you use PlantInquiryVQA, please cite:
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  ```bibtex
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- @inproceedings{sakib2026plantinquiryvqa,
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- title = {Thinking Like a Botanist: Challenging Multimodal Language Models
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- with Intent-Driven Chain-of-Inquiry},
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- author = {Sakib, Syed Nazmus and Haque, Nafiul and Amin, Shahrear Bin and
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- Abdullah, Hasan Muhammad and Hasan, Md Mehedi and
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- Hossain, Mohammad Zabed and Arman, Shifat E.},
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- booktitle = {Findings of the Association for Computational Linguistics: ACL 2026},
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- year = {2026}
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  }
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  ```
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  ---
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- ## Authors
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-
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- | Name | Affiliation |
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- |---|---|
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- | Syed Nazmus Sakib | Dept. of Robotics & Mechatronics Engineering, University of Dhaka |
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- | Nafiul Haque | Dept. of Robotics & Mechatronics Engineering, University of Dhaka |
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- | Shahrear Bin Amin | Dept. of Robotics & Mechatronics Engineering, University of Dhaka |
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- | Hasan Muhammad Abdullah | Dept. of Agronomy, Bangabandhu Sheikh Mujibur Rahman Agricultural University |
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- | Md Mehedi Hasan | Dept. of Robotics & Mechatronics Engineering, University of Dhaka |
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- | Mohammad Zabed Hossain | Dept. of Botany, University of Dhaka |
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- | Shifat E. Arman | Dept. of Robotics & Mechatronics Engineering, University of Dhaka |
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-
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  **Contact:** Open an issue on [GitHub](https://github.com/SyedNazmusSakib/PlantInquiryVQA) or reach out to the corresponding author listed in the paper.
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  *We thank Ali Akbar for large-scale data collection and Abdullah Shahriar for creating the figures and diagrams.*
 
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  If you use PlantInquiryVQA, please cite:
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  ```bibtex
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+ @article{sakib2026thinking,
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+ title={Thinking Like a Botanist: Challenging Multimodal Language Models with Intent-Driven Chain-of-Inquiry},
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+ author={Sakib, Syed Nazmus and Haque, Nafiul and Amin, Shahrear Bin and Abdullah, Hasan Muhammad and Hasan, Md Mehedi and Hossain, Mohammad Zabed and Arman, Shifat E},
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+ journal={arXiv preprint arXiv:2604.20983},
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+ year={2026}
 
 
 
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  }
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  ```
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  ---
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  **Contact:** Open an issue on [GitHub](https://github.com/SyedNazmusSakib/PlantInquiryVQA) or reach out to the corresponding author listed in the paper.
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  *We thank Ali Akbar for large-scale data collection and Abdullah Shahriar for creating the figures and diagrams.*