Update README.md

README.md

@@ -1,11 +1,48 @@
 ---
 title: FiNCAT Financial_Numeral_Claim_Analysis_Tool
-emoji: 🏃
+emoji: 💸
 colorFrom: green
 colorTo: pink
 sdk: gradio
 app_file: app.py
-pinned: false
+pinned: true
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces#reference
+Tool citation:
+```bibtex 
+@misc{ghosh-fiNCAT,
+    title = "FiNCAT: Financial Numeral Claim Analysis Tool",
+    author = "Sohom Ghosh, Sudip Kumar Naskar",
+    year = "2022",
+    eprint={2202.00631},
+    archivePrefix={arXiv},
+    primaryClass={q-fin.GN},
+    url = "https://arxiv.org/abs/2202.00631",
+}
+```
+
+Dataset and shared task citation:
+```bibtex
+@inproceedings{finum3,
+  title={Overview of the NTCIR-16 FinNum-3 Task: Investor’s and Manager’s 
+Fine-grained Claim Detection},
+  author={Chen, Chung-Chi and Huang, Hen-Hsen and Huang, Yu-Lieh and Takamura, Hiroya and Chen, Hsin-Hsi},
+  journal={Proceedings of the 15th NTCIR Conference on Evaluation of Information Access Technologies, Tokyo Japan},
+  year={2022}
+}
+```
+
+```bibtex 
+@inbook{numclaim,
+author = {Chen, Chung-Chi and Huang, Hen-Hsen and Chen, Hsin-Hsi},
+title = {NumClaim: Investor's Fine-Grained Claim Detection},
+year = {2020},
+isbn = {9781450368599},
+publisher = {Association for Computing Machinery},
+address = {New York, NY, USA},
+url = {https://doi.org/10.1145/3340531.3412100},
+booktitle = {Proceedings of the 29th ACM International Conference on Information & Knowledge Management},
+pages = {1973–1976},
+numpages = {4}
+}
+```