Update README.md

README.md

@@ -45,7 +45,8 @@ model-index:
       name: Recall
 ---
 
-# SpanMarker with xlm-roberta-base on wikiann
+# SpanMarker(Arabic) with xlm-roberta-base on wikiann
+
 
 This is a [SpanMarker](https://github.com/tomaarsen/SpanMarkerNER) model trained on the [wikiann](https://huggingface.co/datasets/wikiann) dataset that can be used for Named Entity Recognition. This SpanMarker model uses [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) as the underlying encoder.
 
@@ -186,16 +187,19 @@ trainer.save_model("span_marker_model_id-finetuned")
 
 ## Citation
 
-### BibTeX
+
+If you use this model, please cite:
 ```
-@software{Aarsen_SpanMarker,
-    author = {Aarsen, Tom},
-    license = {Apache-2.0},
-    title = {{SpanMarker for Named Entity Recognition}},
-    url = {https://github.com/tomaarsen/SpanMarkerNER}
-}
+@InProceedings{iahlt2023WikiANNArabicNER,
+        author =      "iahlt",
+        title =       "Arabic NER on WikiANN",
+        year =        "2023",
+        publisher =   "",
+        location =    "",
+      }
 ```
 
+
 <!--
 ## Glossary