% Papers referenced in Chapter 27 of The Missing Guide for *ACL First Authors.
% Drop this into your Overleaf project to study these papers' BibTeX entries
% alongside the chapter's reading guide.
%
% Citations follow the ACL Anthology bib key convention where available:
%   {firstauthor}-{etal}-{year}-{titleword}

% ---- Framing the problem ----

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

@inproceedings{devlin-etal-2019-bert,
  title     = {{BERT}: Pre-training of Deep Bidirectional Transformers for Language Understanding},
  author    = {Devlin, Jacob and Chang, Ming-Wei and Lee, Kenton and Toutanova, Kristina},
  booktitle = {Proceedings of NAACL-HLT},
  year      = {2019},
  url       = {https://aclanthology.org/N19-1423/}
}

@inproceedings{pennington-etal-2014-glove,
  title     = {{GloVe}: Global Vectors for Word Representation},
  author    = {Pennington, Jeffrey and Socher, Richard and Manning, Christopher D.},
  booktitle = {Proceedings of EMNLP},
  year      = {2014},
  url       = {https://aclanthology.org/D14-1162/}
}

@inproceedings{bender-etal-2021-stochastic,
  title     = {On the Dangers of Stochastic Parrots: Can Language Models Be Too Big?},
  author    = {Bender, Emily M. and Gebru, Timnit and McMillan-Major, Angelina and Mitchell, Margaret},
  booktitle = {Proceedings of FAccT},
  year      = {2021}
}

% ---- Analysis ----

@inproceedings{niven-kao-2019-probing,
  title     = {Probing Neural Network Comprehension of Natural Language Arguments},
  author    = {Niven, Timothy and Kao, Hung-Yu},
  booktitle = {Proceedings of ACL},
  year      = {2019},
  url       = {https://aclanthology.org/P19-1459/}
}

@inproceedings{ribeiro-etal-2020-checklist,
  title     = {Beyond Accuracy: Behavioral Testing of {NLP} Models with {CheckList}},
  author    = {Ribeiro, Marco Tulio and Wu, Tongshuang and Guestrin, Carlos and Singh, Sameer},
  booktitle = {Proceedings of ACL},
  year      = {2020},
  url       = {https://aclanthology.org/2020.acl-main.442/},
  note      = {Best Paper Award}
}

@inproceedings{card-etal-2020-power,
  title     = {With Little Power Comes Great Responsibility},
  author    = {Card, Dallas and Henderson, Peter and Khandelwal, Urvashi and
               Jia, Robin and Sturm, Kyle and Jurafsky, Dan},
  booktitle = {Proceedings of EMNLP},
  year      = {2020},
  url       = {https://aclanthology.org/2020.emnlp-main.745/}
}

@inproceedings{clark-etal-2019-bert-attention,
  title     = {What Does {BERT} Look At? An Analysis of {BERT}'s Attention},
  author    = {Clark, Kevin and Khandelwal, Urvashi and Levy, Omer and Manning, Christopher D.},
  booktitle = {Proceedings of the ACL BlackBoxNLP Workshop},
  year      = {2019}
}

% ---- Methods ----

@inproceedings{see-etal-2017-pointer,
  title     = {Get To The Point: Summarization with Pointer-Generator Networks},
  author    = {See, Abigail and Liu, Peter J. and Manning, Christopher D.},
  booktitle = {Proceedings of ACL},
  year      = {2017},
  url       = {https://aclanthology.org/P17-1099/}
}

@inproceedings{lewis-etal-2020-rag,
  title     = {Retrieval-Augmented Generation for Knowledge-Intensive {NLP} Tasks},
  author    = {Lewis, Patrick and Perez, Ethan and Piktus, Aleksandra and
               Petroni, Fabio and Karpukhin, Vladimir and Goyal, Naman and
               K{\"u}ttler, Heinrich and Lewis, Mike and Yih, Wen-tau and
               Rockt{\"a}schel, Tim and Riedel, Sebastian and Kiela, Douwe},
  booktitle = {Advances in Neural Information Processing Systems},
  year      = {2020}
}

@inproceedings{wei-etal-2022-cot,
  title     = {Chain-of-Thought Prompting Elicits Reasoning in Large Language Models},
  author    = {Wei, Jason and Wang, Xuezhi and Schuurmans, Dale and Bosma, Maarten and
               Ichter, Brian and Xia, Fei and Chi, Ed and Le, Quoc V. and Zhou, Denny},
  booktitle = {Advances in Neural Information Processing Systems},
  year      = {2022}
}

% ---- Recent *ACL best papers ----

@inproceedings{kallini-etal-2024-mission,
  title     = {Mission: Impossible Language Models},
  author    = {Kallini, Julie and Papadimitriou, Isabel and Futrell, Richard and
               Mahowald, Kyle and Potts, Christopher},
  booktitle = {Proceedings of ACL},
  year      = {2024},
  note      = {Best Paper Award}
}

@inproceedings{lu-etal-2024-protolang,
  title     = {Semisupervised Neural Proto-Language Reconstruction},
  author    = {Lu, Liang and Liu, Peirong and Mortensen, David R.},
  booktitle = {Proceedings of ACL},
  year      = {2024},
  note      = {Best Paper Award}
}

@inproceedings{hahn-rofin-2024-sensitive,
  title     = {Why Are Sensitive Functions Hard for Transformers?},
  author    = {Hahn, Michael and Rofin, Mark},
  booktitle = {Proceedings of ACL},
  year      = {2024},
  note      = {Best Paper Award}
}

@inproceedings{guan-etal-2024-oracle,
  title     = {Deciphering Oracle Bone Language with Diffusion Models},
  author    = {Guan, Haisu and others},
  booktitle = {Proceedings of ACL},
  year      = {2024},
  note      = {Best Paper Award}
}

@inproceedings{groeneveld-etal-2024-olmo,
  title     = {{OLMo}: Accelerating the Science of Language Models},
  author    = {Groeneveld, Dirk and others},
  booktitle = {Proceedings of ACL},
  year      = {2024},
  note      = {Best Theme Paper Award}
}

@article{subbiah-etal-2024-subtext,
  title   = {Reading Subtext: Evaluating Large Language Models on Short Story Summarization with Writers},
  author  = {Subbiah, Melanie and Zhang, Sean and Chilton, Lydia B. and McKeown, Kathleen},
  journal = {Transactions of the Association for Computational Linguistics},
  year    = {2024},
  note    = {ACL 2025 Best Paper Award}
}

% ---- Reporting and reproducibility ----

@inproceedings{dodge-etal-2019-show,
  title     = {Show Your Work: Improved Reporting of Experimental Results},
  author    = {Dodge, Jesse and Gururangan, Suchin and Card, Dallas and Schwartz, Roy and Smith, Noah A.},
  booktitle = {Proceedings of EMNLP-IJCNLP},
  year      = {2019},
  url       = {https://aclanthology.org/D19-1224/}
}

@inproceedings{reimers-gurevych-2017-score-dist,
  title     = {Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging},
  author    = {Reimers, Nils and Gurevych, Iryna},
  booktitle = {Proceedings of EMNLP},
  year      = {2017},
  url       = {https://aclanthology.org/D17-1035/}
}

@article{bender-friedman-2018-data-statements,
  title   = {Data Statements for Natural Language Processing: Toward Mitigating System Bias and Enabling Better Science},
  author  = {Bender, Emily M. and Friedman, Batya},
  journal = {Transactions of the Association for Computational Linguistics},
  year    = {2018},
  url     = {https://aclanthology.org/Q18-1041/}
}

@article{belinkov-glass-2019-analysis,
  title   = {Analysis Methods in Neural Language Processing: A Survey},
  author  = {Belinkov, Yonatan and Glass, James},
  journal = {Transactions of the Association for Computational Linguistics},
  year    = {2019},
  url     = {https://aclanthology.org/Q19-1004/}
}

% ---- Frequently cited supporting works ----

@inproceedings{gururangan-etal-2020-dont-stop,
  title     = {Don't Stop Pretraining: Adapt Language Models to Domains and Tasks},
  author    = {Gururangan, Suchin and Marasovi{\'c}, Ana and Swayamdipta, Swabha and
               Lo, Kyle and Beltagy, Iz and Downey, Doug and Smith, Noah A.},
  booktitle = {Proceedings of ACL},
  year      = {2020},
  url       = {https://aclanthology.org/2020.acl-main.740/}
}

@inproceedings{liu-etal-2019-linguistic,
  title     = {Linguistic Knowledge and Transferability of Contextual Representations},
  author    = {Liu, Nelson F. and Gardner, Matt and Belinkov, Yonatan and
               Peters, Matthew E. and Smith, Noah A.},
  booktitle = {Proceedings of NAACL-HLT},
  year      = {2019},
  url       = {https://aclanthology.org/N19-1112/}
}