add dois

Author: ChrisW09

paper.bib

@@ -2,21 +2,27 @@ @article{devlin2018bert
   title={BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding},
   author={Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
   journal={arXiv preprint arXiv:1810.04805},
-  year={2018}
+  year={2018},
+  doi={10.48550/arXiv.1810.04805},
+  url={https://doi.org/10.48550/arXiv.1810.04805}
 }
 
 @article{liu2019roberta,
   title={RoBERTa: A Robustly Optimized BERT Pretraining Approach},
   author={Liu, Yinhan and Ott, Myle and Goyal, Naman and Du, Jingfei and Joshi, Mandar and Chen, Danqi and Levy, Omer and Lewis, Mike and Zettlemoyer, Luke and Stoyanov, Veselin},
   journal={arXiv preprint arXiv:1907.11692},
-  year={2019}
+  year={2019},
+  doi={10.48550/arXiv.1907.11692},
+  url={https://doi.org/10.48550/arXiv.1907.11692}
 }
 
 @article{openai2023gpt4,
   title={GPT-4 Technical Report},
   author={OpenAI},
   journal={arXiv preprint arXiv:2303.08774},
-  year={2023}
+  year={2023},
+  doi={10.48550/arXiv.2303.08774},
+  url={https://doi.org/10.48550/arXiv.2303.08774}
 }
 
 @article{pedregosa2011scikit,
@@ -26,37 +32,48 @@ @article{pedregosa2011scikit
   volume={12},
   number={Oct},
   pages={2825--2830},
-  year={2011}
+  year={2011},
+  url={http://www.jmlr.org/papers/v12/pedregosa11a.html}
 }
 
 @article{wolf2019huggingface,
   title={HuggingFace's Transformers: State-of-the-Art Natural Language Processing},
   author={Wolf, Thomas and Debut, Lysandre and Sanh, Victor and Chaumond, Julien and Delangue, Clement and Moi, Anthony and Cistac, Pierric and Rault, Tim and Louf, R{\'e}mi and Funtowicz, Morgan and others},
   journal={arXiv preprint arXiv:1910.03771},
-  year={2019}
+  year={2019},
+  doi={10.48550/arXiv.1910.03771},
+  url={https://doi.org/10.48550/arXiv.1910.03771}
 }
 
 @inproceedings{guo2017calibration,
   title={On Calibration of Modern Neural Networks},
   author={Guo, Chuan and Pleiss, Geoff and Sun, Yu and Weinberger, Kilian Q},
   booktitle={Proceedings of the 34th International Conference on Machine Learning},
-  year={2017}
+  series={Proceedings of Machine Learning Research},
+  volume={70},
+  pages={1321--1330},
+  publisher={PMLR},
+  year={2017},
+  url={https://proceedings.mlr.press/v70/guo17a.html}
 }
 
 @inproceedings{zadrozny2002transforming,
   title={Transforming Classifier Scores into Accurate Multiclass Probability Estimates},
   author={Zadrozny, Bianca and Elkan, Charles},
   booktitle={Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
   pages={694--699},
-  year={2002}
+  year={2002},
+  publisher={Association for Computing Machinery},
+  doi={10.1145/775047.775151}
 }
 
 @inproceedings{paszke2019pytorch,
   title={PyTorch: An Imperative Style, High-Performance Deep Learning Library},
   author={Paszke, Adam and Gross, Sam and Massa, Francisco and Lerer, Adam and Bradbury, James and Chanan, Gregory and Killeen, Trevor and Lin, Zeming and Gimelshein, Natalia and Antiga, Luca and others},
   booktitle={Advances in Neural Information Processing Systems},
   volume={32},
-  year={2019}
+  year={2019},
+  url={https://proceedings.neurips.cc/paper/2019/hash/bdbca288fee7f92f2bfa9f7012727740-Abstract.html}
 }
 
 @inproceedings{zhang2015character,
@@ -65,7 +82,8 @@ @inproceedings{zhang2015character
   booktitle={Advances in Neural Information Processing Systems},
   volume={28},
   pages={649--657},
-  year={2015}
+  year={2015},
+  url={https://papers.nips.cc/paper/2015/hash/250cf8b51c773f3f8dc8b4be867a9a02-Abstract.html}
 }
 
 @inproceedings{demszky2020goemotions,