Update README.md

README.md

@@ -1,42 +1,67 @@
----
-license: mit
-configs:
-- config_name: default
-  data_files:
-  - split: train
-    path: data/train-*
-dataset_info:
-  features:
-  - name: page
-    dtype: string
-  - name: mbfclink
-    dtype: string
-  - name: bias_rating
-    dtype: string
-  - name: factual_reporting
-    dtype: string
-  - name: country
-    dtype: string
-  - name: media_type
-    dtype: string
-  - name: trafficpopularity
-    dtype: string
-  - name: credibility_rating
-    dtype: string
-  - name: source
-    dtype: string
-  - name: domain
-    dtype: string
-  - name: leaning
-    dtype: string
-  - name: press_freedom_rank
-    dtype: string
-  - name: bias_label_5_class
-    dtype: string
-  splits:
-  - name: train
-    num_bytes: 848760
-    num_examples: 3577
-  download_size: 238778
-  dataset_size: 848760
----
+---
+license: mit
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: data/train-*
+dataset_info:
+  features:
+  - name: page
+    dtype: string
+  - name: mbfclink
+    dtype: string
+  - name: bias_rating
+    dtype: string
+  - name: factual_reporting
+    dtype: string
+  - name: country
+    dtype: string
+  - name: media_type
+    dtype: string
+  - name: trafficpopularity
+    dtype: string
+  - name: credibility_rating
+    dtype: string
+  - name: source
+    dtype: string
+  - name: domain
+    dtype: string
+  - name: leaning
+    dtype: string
+  - name: press_freedom_rank
+    dtype: string
+  - name: bias_label_5_class
+    dtype: string
+  splits:
+  - name: train
+    num_bytes: 848760
+    num_examples: 3577
+  download_size: 238778
+  dataset_size: 848760
+---
+
+
+## 📌 Citation
+Please cite us if you use our data or methodology from our [paper](https://arxiv.org/abs/2506.12552).
+```bibtex
+@inproceedings{mujahid-etal-2025-profiling,
+    title = "Profiling News Media for Factuality and Bias Using {LLM}s and the Fact-Checking Methodology of Human Experts",
+    author = "Mujahid, Zain Muhammad  and
+      Azizov, Dilshod  and
+      Agro, Maha Tufail  and
+      Nakov, Preslav",
+    editor = "Che, Wanxiang  and
+      Nabende, Joyce  and
+      Shutova, Ekaterina  and
+      Pilehvar, Mohammad Taher",
+    booktitle = "Findings of the Association for Computational Linguistics: ACL 2025",
+    month = jul,
+    year = "2025",
+    address = "Vienna, Austria",
+    publisher = "Association for Computational Linguistics",
+    url = "https://aclanthology.org/2025.findings-acl.45/",
+    pages = "798--819",
+    ISBN = "979-8-89176-256-5"
+}
+```