Add paper and project page links to model card

README.md

@@ -1,10 +1,10 @@
 ---
+base_model: Qwen/Qwen2.5-Omni-7B
+language:
+- en
 license: other
 license_name: apache-2.0
 license_link: https://huggingface.co/Qwen/Qwen2.5-Omni-7B/blob/main/LICENSE
-language:
-- en
-base_model: Qwen/Qwen2.5-Omni-7B
 pipeline_tag: audio-text-to-text
 tags:
 - audio
@@ -14,8 +14,9 @@ tags:
 
 # AudioRubrics
 
-The model from **Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning**: Qwen2.5-Omni-7B post-trained with GRPO using self-evolving, audio-grounded rubric rewards and an overthinking penalty.
+The model from [Reinforcement Learning with Evolving Rubrics as Rewards for Audio Reasoning](https://huggingface.co/papers/2608.02831): Qwen2.5-Omni-7B post-trained with GRPO using self-evolving, audio-grounded rubric rewards and an overthinking penalty.
 
+- Project page: https://audiorubrics.github.io
 - Code: https://github.com/Yu-Fangxu/AudioRubrics
 - Rubric dataset: https://huggingface.co/datasets/umd-zhou-lab/AVQA-Audio-Rubrics
 
@@ -26,4 +27,4 @@ vllm serve umd-zhou-lab/AudioRubrics --served-model-name omni --trust-remote-cod
   --max-model-len 8192 --limit-mm-per-prompt '{"audio":1}'
 ```
 
-See the [GitHub repository](https://github.com/Yu-Fangxu/AudioRubrics) for training and evaluation instructions.
+See the [GitHub repository](https://github.com/Yu-Fangxu/AudioRubrics) for training and evaluation instructions.