Update README.md

README.md

@@ -70,17 +70,18 @@ python3 scripts/convert_bert_text_classification_from_uer_to_huggingface.py --in
   year={2018}
 }
 
-@article{DBLP:journals/corr/abs-1907-11692,
-  title={RoBERTa: {A} Robustly Optimized {BERT} Pretraining Approach},
-  author={Yinhan Liu and Myle Ott and Naman Goyal and Jingfei Du and Mandar Joshi and Danqi Chen and Omer Levy and Mike Lewis and Luke Zettlemoyer and Veselin Stoyanov},
-  journal={CoRR},
-  year={2019},
+@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}
 }
 
-@misc{zhang2017encoding,
-  title={Which Encoding is the Best for Text Classification in Chinese, English, Japanese and Korean?}, 
-  author={Xiang Zhang and Yann LeCun},
-  year={2017},
+@article{zhang2017encoding,
+  title={Which encoding is the best for text classification in chinese, english, japanese and korean?},
+  author={Zhang, Xiang and LeCun, Yann},
+  journal={arXiv preprint arXiv:1708.02657},
+  year={2017}
 }
 
 @article{zhao2019uer,