Add library_name metadata and GitHub link

This PR adds `library_name: transformers` to the YAML metadata to enable automated code snippets and the "Use in Transformers" button on the model page. It also improves the model description by explicitly linking it to the **AWED-FiNER** project and its corresponding research paper.

README.md

@@ -1,16 +1,17 @@
 ---
-license: mit
+base_model:
+- FacebookAI/xlm-roberta-large
 datasets:
 - MultiCoNER/multiconer_v2
 language:
 - sv
+license: mit
 metrics:
 - f1
 - precision
 - recall
-base_model:
-- FacebookAI/xlm-roberta-large
 pipeline_tag: token-classification
+library_name: transformers
 tags:
 - NER
 - Named_Entity_Recognition
@@ -19,6 +20,8 @@ pretty_name: MultiCoNER2 Swedish XLM-RoBERTa
 
 **XLM-RoBERTa is fine-tuned on Swedish [MultiCoNER2](https://huggingface.co/datasets/MultiCoNER/multiconer_v2) dataset for Fine-grained Named Entity Recognition.**
 
+This model is part of the **AWED-FiNER** project, presented in the paper: [AWED-FiNER: Agents, Web applications, and Expert Detectors for Fine-grained Named Entity Recognition across 36 Languages for 6.6 Billion Speakers](https://huggingface.co/papers/2601.10161).
+
 The tagset of [MultiCoNER2](https://huggingface.co/datasets/MultiCoNER/multiconer_v2) is a fine-grained tagset. The fine to coarse level mapping of the tags are as follows:
 
   * Location (LOC) : Facility, OtherLOC, HumanSettlement, Station
@@ -41,7 +44,7 @@ Learning Rate: 5e-5 <br>
 Weight Decay: 0.01 <br>
 Batch Size: 64 <br>
 
-[**AWED-FiNER collection**](https://huggingface.co/collections/prachuryyaIITG/awed-finer) | [**Paper**](https://huggingface.co/papers/2601.10161) | [**Agentic Tool**](https://github.com/PrachuryyaKaushik/AWED-FiNER) | [**Interactive Demo**](https://huggingface.co/spaces/prachuryyaIITG/AWED-FiNER)
+[**AWED-FiNER collection**](https://huggingface.co/collections/prachuryyaIITG/awed-finer) | [**Paper**](https://huggingface.co/papers/2601.10161) | [**GitHub Repository**](https://github.com/PrachuryyaKaushik/AWED-FiNER) | [**Interactive Demo**](https://huggingface.co/spaces/prachuryyaIITG/AWED-FiNER)
 
 ## Sample Usage of Agentic Tool
 
@@ -94,3 +97,4 @@ If you use this model, please cite the following papers:
   volume={40},
   year={2026}
 }
+```