Update README.md

README.md

@@ -270,23 +270,24 @@ dataset_train.head()
 # Citations
 
 ### multiconer
-
-> @inproceedings{multiconer2-report,  
+```
+@inproceedings{multiconer2-report,  
     title={{SemEval-2023 Task 2: Fine-grained Multilingual Named Entity Recognition (MultiCoNER 2)}},  
     author={Fetahu, Besnik and Kar, Sudipta and Chen, Zhiyu and Rokhlenko, Oleg and Malmasi, Shervin},  
     booktitle={Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023)},  
     year={2023},  
     publisher={Association for Computational Linguistics}}
 
-> @article{multiconer2-data,  
+
+@article{multiconer2-data,  
     title={{MultiCoNER v2: a Large Multilingual dataset for Fine-grained and Noisy Named Entity Recognition}},  
     author={Fetahu, Besnik and Chen, Zhiyu and Kar, Sudipta and Rokhlenko, Oleg and Malmasi, Shervin},  
     year={2023}}
-
+```
 
 ### multinerd
-
-> @inproceedings{tedeschi-navigli-2022-multinerd,  
+```
+@inproceedings{tedeschi-navigli-2022-multinerd,  
     title = "{M}ulti{NERD}: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation)",  
     author = "Tedeschi, Simone and  Navigli, Roberto",  
     booktitle = "Findings of the Association for Computational Linguistics: NAACL 2022",  
@@ -297,21 +298,22 @@ dataset_train.head()
     url = "https://aclanthology.org/2022.findings-naacl.60",  
     doi = "10.18653/v1/2022.findings-naacl.60",  
     pages = "801--812"}
-
+```
 
 ### pii-masking-200k
-
-> @misc {ai4privacy_2023,  
+```
+@misc {ai4privacy_2023,  
 author = { {ai4Privacy} },  
 title = { pii-masking-200k (Revision 1d4c0a1) },  
 year = 2023,  
 url = { https://huggingface.co/datasets/ai4privacy/pii-masking-200k },  
 doi = { 10.57967/hf/1532 },  
 publisher = { Hugging Face }}
+```
 
 ### wikiann
-
-> @inproceedings{rahimi-etal-2019-massively,  
+```
+@inproceedings{rahimi-etal-2019-massively,  
     title = "Massively Multilingual Transfer for {NER}",  
     author = "Rahimi, Afshin and Li, Yuan and Cohn, Trevor",  
     booktitle = "Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics",  
@@ -321,10 +323,11 @@ publisher = { Hugging Face }}
     publisher = "Association for Computational Linguistics",  
     url = "https://www.aclweb.org/anthology/P19-1015",  
     pages = "151--164"}
+```
 
 ### wikiner
-
-> @article{NOTHMAN2013151,  
+```
+ @article{NOTHMAN2013151,  
 title = {Learning multilingual named entity recognition from Wikipedia},  
 journal = {Artificial Intelligence},  
 volume = {194},  
@@ -335,7 +338,7 @@ issn = {0004-3702},
 doi = {https://doi.org/10.1016/j.artint.2012.03.006},  
 url = {https://www.sciencedirect.com/science/article/pii/S0004370212000276},  
 author = {Joel Nothman and Nicky Ringland and Will Radford and Tara Murphy and James R. Curran}}
-
+```
 
 ### frenchNER_3entities
 ```