references.bib

@article{smith2023deep,
  author = {Smith, John and Johnson, Jane and Williams, Robert},
  title = {Deep Learning for Natural Language Processing: A Comprehensive Survey},
  journal = {Journal of Machine Learning Research},
  year = {2023},
  volume = {24},
  pages = {1--50}
}

@inproceedings{wang2022attention,
  author = {Wang, Emily and Chen, David},
  title = {Attention Mechanisms in Transformer Models},
  booktitle = {Proceedings of the International Conference on Machine Learning},
  year = {2022},
  pages = {12345--12356}
}

@book{bishop2006pattern,
  author = {Bishop, Christopher M.},
  title = {Pattern Recognition and Machine Learning},
  publisher = {Springer},
  year = {2006}
}

@article{lecun2015deep,
  author = {LeCun, Yann and Bengio, Yoshua and Hinton, Geoffrey},
  title = {Deep Learning},
  journal = {Nature},
  year = {2015},
  volume = {521},
  pages = {436--444}
}

@inproceedings{vaswani2017attention,
  author = {Vaswani, Ashish and Shazeer, Noam and Parmar, Niki and Uszkoreit, Jakob and Jones, Llion and Gomez, Aidan N. and Kaiser, Łukasz and Polosukhin, Illia},
  title = {Attention Is All You Need},
  booktitle = {Advances in Neural Information Processing Systems},
  year = {2017},
  pages = {5998--6008}
}