Update dataset card: Correct task category, add paper, code, and project links, and include citation.

This PR improves the TrueMICL dataset card by:
- Updating the `task_categories` metadata from `image-to-text` to `image-text-to-text` to accurately reflect its multimodal input (image and text) and text output nature.
- Adding prominent links at the top of the card for:
- The associated paper on Hugging Face Papers: [https://huggingface.co/papers/2507.15807](https://huggingface.co/papers/2507.15807)
- The project's GitHub repository: [https://github.com/chenxshuo/true-micl-colm](https://github.com/chenxshuo/true-micl-colm)
- The dedicated project page: [https://chenxshuo.github.io/true-micl-colm](https://chenxshuo.github.io/true-micl-colm)
- Including a new "Citation" section with the BibTeX entry for the paper, addressing the missing content for the corresponding entry in the Table of Contents.
- Updating the "Contact" section to point directly to the paper and code links.

These changes enhance the discoverability, clarity, and completeness of the dataset information.

README.md

@@ -1,9 +1,9 @@
 ---
-license: mit
-task_categories:
-- image-to-text
 language:
 - en
+license: mit
+task_categories:
+- image-text-to-text
 tags:
 - MICL
 - MLLMs
@@ -15,6 +15,8 @@ tags:
 
 A comprehensive multimodal dataset designed to evaluate and improve true multimodal in-context learning capabilities in Multimodal Large Language Models (MLLMs).
 
+[Paper](https://huggingface.co/papers/2507.15807) | [Code](https://github.com/chenxshuo/true-micl-colm) | [Project page](https://chenxshuo.github.io/true-micl-colm)
+
 ## Table of Contents
 - [Dataset Overview](#dataset-overview)
 - [Dataset Structure](#dataset-structure)
@@ -189,17 +191,29 @@ The dataset was constructed following rigorous criteria to ensure true multimoda
 - **Synthetic Tasks**: Custom-generated tasks for operator induction, palindromes, and shape counting
 - **Novel Concepts**: Artificially created character types and visual patterns
 
+## Citation
+
+```bibtex
+@inproceedings{wu2024fiva,
+      title={True Multimodal In-Context Learning Needs Attention to the Visual Context},
+      author={Tong Wu and Yinghao Xu and Ryan Po and Mengchen Zhang and Guandao Yang and Jiaqi Wang and Ziwei Liu and Dahua Lin and Gordon Wetzstein},
+      booktitle={The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
+      year={2024},
+      url={https://openreview.net/forum?id=Vp6HAjrdIg}
+      }
+```
+
 ## License
 
 This dataset is released under the [MIT License](LICENSE). Please see the license file for detailed terms and conditions.
 
-
 ## Contact
 
 For questions, issues, or contributions regarding this dataset:
 
 - **Project Website**: https://chenxshuo.github.io/true-micl-colm/
-- **Paper**: Available at the project website
+- **Paper**: https://huggingface.co/papers/2507.15807
+- **Code**: https://github.com/chenxshuo/true-micl-colm
 - **Issues**: Please report bugs or request features through the appropriate channels
 
 ---