Add paper link to dataset card

README.md

@@ -1,14 +1,14 @@
 ---
-pretty_name: Mental Models for Multi-Agent Systems
 language:
 - en
 - zh
 license: other
-license_name: mixed-cc-by-4.0-mit-apache-2.0
 task_categories:
 - text-generation
 - question-answering
 - visual-question-answering
+pretty_name: Mental Models for Multi-Agent Systems
+license_name: mixed-cc-by-4.0-mit-apache-2.0
 tags:
 - theory-of-mind
 - multi-agent
@@ -117,8 +117,7 @@ This is the official annotation release accompanying the NeurIPS 2026 paper
 ***Mental Models for Multi-Agent Systems***.
 
 **Paper resources:** [Project page](https://hananshafi.github.io/Mental-Models/)
-| [Code](https://github.com/hananshafi/Mental-Models) | Paper and arXiv links
-will be added upon release.
+| [Code](https://github.com/hananshafi/Mental-Models) | [Paper](https://huggingface.co/papers/2610.12453)
 
 The paper studies explicit, recursive mental representations for multi-agent
 decision-making. This dataset contains the mental-state, reward, rationale, and
@@ -194,4 +193,4 @@ redistribution notes. No additional rights are granted for upstream content.
   booktitle = {Advances in Neural Information Processing Systems},
   year      = {2026}
 }
-```
+```