Update README.md

README.md

@@ -1273,27 +1273,35 @@ The following hyperparameters were used during training:
 
 ### NERembert-large-3entities
 ```
-TODO
+@misc {NERmembert2024,
+    author       = { {BOURDOIS, Loïck} },  
+    organization = { {Centre Aquitain des Technologies de l'Information et Electroniques} },  
+	title        = { NERmembert-large-3entities },
+	year         = 2024,
+	url          = { https://huggingface.co/CATIE-AQ/NERmembert-large-3entities },
+	doi          = { 10.57967/hf/1752 },
+	publisher    = { Hugging Face }
+}
 ```
 
 ### 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",  
@@ -1304,21 +1312,22 @@ TODO
     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,  
-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 }}
+```
+@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",  
@@ -1328,34 +1337,44 @@ publisher = { Hugging Face }}
     publisher = "Association for Computational Linguistics",  
     url = "https://www.aclweb.org/anthology/P19-1015",  
     pages = "151--164"}
+```
 
 ### wikiner
-
-> @article{NOTHMAN2013151,  
-title = {Learning multilingual named entity recognition from Wikipedia},  
-journal = {Artificial Intelligence},  
-volume = {194},  
-pages = {151-175},  
-year = {2013},  
-note = {Artificial Intelligence, Wikipedia and Semi-Structured Resources},  
-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}}
-
+```
+@article{NOTHMAN2013151,  
+    title = {Learning multilingual named entity recognition from Wikipedia},  
+    journal = {Artificial Intelligence},  
+    volume = {194},  
+    pages = {151-175},  
+    year = {2013},  
+    note = {Artificial Intelligence, Wikipedia and Semi-Structured Resources},  
+    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
 ```
-TODO
+@misc {frenchNER2024,  
+    author       = { {BOURDOIS, Loïck} },  
+    organization  = { {Centre Aquitain des Technologies de l'Information et Electroniques} },  
+    title        = { frenchNER_3entities },  
+    year         = 2024,  
+    url          = { https://huggingface.co/CATIE-AQ/frenchNER_3entities },  
+    doi          = { 10.57967/hf/1751 },  
+    publisher    = { Hugging Face }  
+}
 ```
 
 ### CamemBERT
-> @inproceedings{martin2020camembert,  
+```
+@inproceedings{martin2020camembert,  
   title={CamemBERT: a Tasty French Language Model},  
   author={Martin, Louis and Muller, Benjamin and Su{\'a}rez, Pedro Javier Ortiz and Dupont, Yoann and Romary, Laurent and de la Clergerie, {\'E}ric Villemonte and Seddah, Djam{\'e} and Sagot, Beno{\^\i}t},  
   booktitle={Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics},  
   year={2020}}
-
+```
 
 ## License
 [cc-by-4.0](https://creativecommons.org/licenses/by/4.0/deed.en)