publications

2023

  1. EMNLP
    To Build Our Future, We Must Know Our Past: Contextualizing Paradigm Shifts in Natural Language Processing
    Gururaja, Sireesh,  Bertsch, Amanda, Na, Clara, Widder, David Gray, and Strubell, Emma
    In Empirical Methods in Natural Language Processing. 2023
  2. Big Picture
    It’s MBR All the Way Down: Modern Generation Techniques Through the Lens of Minimum Bayes Risk
    Bertsch, Amanda, Xie, Alex, Neubig, Graham, and Gormley, Matthew R.
    In Proceedings of the First Big Picture Workshop. 2023
  3. NeurIPS
    Unlimiformer: Long-Range Transformers with Unlimited Length Input
    Bertsch, Amanda, Alon, Uri, Neubig, Graham, and Gormley, Matthew R.
    In Conference on Neural Information Processing Systems. 2023
  4. TACL
    Bridging the Gap: A Survey on Integrating (Human) Feedback for Natural Language Generation
    Fernandes, Patrick, Madaan, Aman, Liu, Emmy, Farinhas, António, Martins, Pedro Henrique,  Bertsch, Amanda, Souza, José G. C., Zhou, Shuyan, Wu, Tongshuang, Neubig, Graham, and Martins, André F. T.
    In Transactions of the Association of Computational Linguistics. 2023
  5. EMNLP Demo
    Prompt2Model: Generating Deployable Models from Natural Language Instructions
    Viswanathan, Vijay, Zhao, Chenyang,  Bertsch, Amanda, Wu, Tongshuang, and Neubig, Graham
    In Empirical Methods in Natural Language Processing: Demo Track. 2023
  6. Preprint
    LLMs as Workers in Human-Computational Algorithms? Replicating Crowdsourcing Pipelines with LLMs
    Wu, Tongshuang, Zhu, Haiyi, Albayrak, Maya, Axon, Alexis,  Bertsch, Amanda, Deng, Wenxing, Ding, Ziqi, Guo, Bill, Gururaja, Sireesh, Kuo, Tzu-Sheng, Liang, Jenny T., Liu, Ryan, Mandal, Ihita, Milbauer, Jeremiah, Ni, Xiaolin, Padmanabhan, Namrata, Ramkumar, Subhashini, Sudjianto, Alexis, Taylor, Jordan, Tseng, Ying-Jui, Vaidos, Patricia, Wu, Zhijin, Wu, Wei, and Yang, Chenyang
    In arXiv. 2023
  7. ClinicalNLP
    SummQA at MEDIQA-Chat 2023: In-Context Learning with GPT-4 for Medical Summarization
    Mathur, Yash, Rangreji, Sanketh, Kapoor, Raghav, Palavalli, Medha,  Bertsch, Amanda, and Gormley, Matthew
    In Proceedings of the 5th Clinical Natural Language Processing Workshop. Jul 2023

2022

  1. Findings
    He Said, She Said: Style Transfer for Shifting the Perspective of Dialogues
    Bertsch, Amanda, Neubig, Graham, and Gormley, Matthew R.
    In Findings of the Association for Computational Linguistics: EMNLP 2022. Jul 2022
  2. GeBNLP
    Evaluating Gender Bias Transfer from Film Data
    Bertsch, Amanda, Oh, Ashley, Natu, Sanika, Gangu, Swetha, Black, Alan W., and Strubell, Emma
    In Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP). Jul 2022

2021

  1. W-NUT
    Detection of Puffery on the English Wikipedia
    Bertsch, Amanda, and Bethard, Steven
    In Proceedings of the Seventh Workshop on Noisy User-generated Text (W-NUT 2021). Nov 2021