@INBOOK{Hastie2009,
   abstract = {* A more theoretical book on the same subject as the book on statistical learning by Hastie/Tibshirani/Friedman},
   author = {Trevor Hastie and Robert Tibshirani and Jerome Friedman},
   issn = {0172-7397},
   issue = {2},
   journal = {Springer New York, NY},
   title = {The Elements of Statistical Learning, Second Edition},
   volume = {27},
   year = {2009},
   pages = {2}
}

@INBOOK{Manning2008,
   author = {Christopher D. Manning and Prabhakar Raghavan and Hinrich Schütze},
   doi = {10.1017/cbo9780511809071},
   journal = {Introduction to Information Retrieval},
   title = {Introduction to Information Retrieval},
   year = {2008},
   pages = {258-259, 320-321},
}

@misc{dernoncourt2017pubmed,
      title={PubMed 200k RCT: a Dataset for Sequential Sentence Classification in Medical Abstracts}, 
      author={Franck Dernoncourt and Ji Young Lee},
      year={2017},
      eprint={1710.06071},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@INBOOK{smlbook,
   author = {Lindholm, Andreas and Wahlstr\"om, Niklas and Lindsten, Fredrik and Sch\"on, Thomas B.},
   year = {2022},
   title = {Machine Learning - A First Course for Engineers and Scientists},
   publisher = {Cambridge University Press},
   URL={https://smlbook.org},
   pages={164-165, 171-173, 182-187},
}

@inproceedings{Radford2019LanguageMA,
  title={Language Models are Unsupervised Multitask Learners},
  author={Alec Radford and Jeff Wu and Rewon Child and David Luan and Dario Amodei and Ilya Sutskever},
  year={2019},
  url={https://api.semanticscholar.org/CorpusID:160025533}
}

@misc{brown2020language,
      title={Language Models are Few-Shot Learners}, 
      author={Tom B. Brown and Benjamin Mann and Nick Ryder and Melanie Subbiah and Jared Kaplan and Prafulla Dhariwal and Arvind Neelakantan and Pranav Shyam and Girish Sastry and Amanda Askell and Sandhini Agarwal and Ariel Herbert-Voss and Gretchen Krueger and Tom Henighan and Rewon Child and Aditya Ramesh and Daniel M. Ziegler and Jeffrey Wu and Clemens Winter and Christopher Hesse and Mark Chen and Eric Sigler and Mateusz Litwin and Scott Gray and Benjamin Chess and Jack Clark and Christopher Berner and Sam McCandlish and Alec Radford and Ilya Sutskever and Dario Amodei},
      year={2020},
      eprint={2005.14165},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

@INBOOK{Jurafsky2000SpeechAL,
  title={Speech and language processing: an introduction to natural language processing, computational linguistics, and speech recognition, 2nd Edition},
  author={Dan Jurafsky and James H. Martin},
  booktitle={Prentice Hall series in artificial intelligence},
  year={2000},
  url={https://api.semanticscholar.org/CorpusID:5073927},
  pages={105-110, 114-115}
}

@INPROCEEDINGS{MohammedUndersampling,
  author={Mohammed, Roweida and Rawashdeh, Jumanah and Abdullah, Malak},
  booktitle={2020 11th International Conference on Information and Communication Systems (ICICS)}, 
  title={Machine Learning with Oversampling and Undersampling Techniques: Overview Study and Experimental Results}, 
  year={2020},
  volume={},
  number={},
  pages={243-248},
  keywords={Measurement;Support vector machines;Decision trees;Communication systems;Kernel;Random forests;Undersampling;Oversampling;Class Imbalance;Machine Learning;SVM;Random Forest;Naive Bayes;Recall;Precision;Accuracy},
  doi={10.1109/ICICS49469.2020.239556}}


