Improve model card: Add pipeline tag and explicit paper link

This PR improves the model card by:
- Adding the `pipeline_tag: text-generation` to the metadata. This will help users discover the model when filtering by pipeline tasks on the Hugging Face Hub, as the model is clearly designed for text synthesis and generation.
- Adding an explicit link to the paper at the top of the Markdown content to make it more prominent.

README.md

@@ -1,11 +1,14 @@
 ---
-license: mit
-library_name: transformers
 base_model:
 - Qwen/Qwen3-4B
+library_name: transformers
+license: mit
+pipeline_tag: text-generation
 ---
+
 # Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval And Synthesis For SLMs
 
+This model was presented in the paper [Fathom-DeepResearch: Unlocking Long Horizon Information Retrieval and Synthesis for SLMs](https://huggingface.co/papers/2509.24107).
 
 <div align="center">
 
@@ -334,6 +337,4 @@ We would like to acknowledge the following works for enabling our project:
 }
 ```
 
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-
-
+---