Publications

Play to Grade: Testing Coding Games as Classifying Markov Decision Process
Allen Nie, Emma Brunskill, Chris Piech (2021). Presented at NeurIPS 2021.
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On the Opportunities and Risks of Foundation Models
Rishi Bommasani, Drew A. Hudson, ..., Allen Nie, ..., Percy Liang. (2021). ArXiv. Presented at Center for Research on Foundation Models (CRFM).
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Pragmatic Issue-Sensitive Image Captioning
Nie, A. Cohn-Gordon, R., and Potts, C. (2020). EMNLP 2020 Findings. Presented at CoNLL 2020.
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LitGen: Genetic Literature Recommendation Guided by Human Explanations
Nie, A. et al. Pacific Symposium of Biocomputing (2020): Artificial Intelligence for Enhancing Clinical Medicine Session.
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Learning to Explain: Answering Why-Questions via Rephrasing.
Nie, A., Bennett, E.D. and Goodman, N.D. (2019). Proceedings of the 1st Workshop NLP for Conversational AI. Florence, Italy. Association for Computational Linguistics.
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VetTag: improving automated veterinary diagnosis coding via large-scale language modeling. Y. Zhang, A Nie, A Zehnder, J Zou., (2019). Nature (npj) Digital Medicine 2, Article: 35.
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DeepTag: inferring diagnoses from veterinary clinical notes. A Nie, A Zehnder, RL Page, AL Pineda, MA Rivas, CD Bustamante, J Zou., (2018). Nature (npj) Digital Medicine 1, Article: 60.
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DisSent: Sentence Representation Learning from Explicit Discourse Relations Nie, A., Bennett, E.D., Goodman, N.D., (2017). Published in ACL 2019. Florence Italy.
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Data Noising as Smoothing in Neural Network Sequence Models
Ziang, X., Sida W., Jiwei L., Levy, D., Nie A., Jurafsky, Dan & Ng, Andrew, (2016). 5th International Conference on Learning Representations (ICLR). Toulon, France. (Oral at BayLearn 2016)
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Representations of Time Affect Willingness to Wait for Future Rewards
Thorstad, R., Nie, A., & Wolff, P. (2015). 37th Annual Conference of the Cognitive Science Society. Pasadena, California.
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Computational Exploration to Linguistic Structures of Future, Classification and Categorization
Nie, A., Sheppard, J., Choi, J., Copley, B., Wolff, P., (2015). The North American Chapter of the Association for Computational Linguistics: Human Language Technologies. Denver, Colorado.
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