English 238 (F 2019) – Bibliography for “Interpretation & Interpretability”

The Schedule page includes links to parts of the bibliography relevant to specific classes. You can also see items in the bibliography filtered by these topic tags: Archives | Corpora | Data | Data narrative | Data science | Data structure | Data visualization | Digital humanities | Distant reading | Humanities | Infrastructure | Interpretation & interpretability | Science
Alvarez-Melis, David, and Tommi Jaakkola. “Towards Robust Interpretability with Self-Explaining Neural Networks.” In Advances in Neural Information Processing Systems 31, edited by S. Bengio, H. Wallach, H. Larochelle, K. Grauman, N. Cesa-Bianchi, and R. Garnett, 7775–7784. Curran Associates, Inc., 2018. http://papers.nips.cc/paper/8003-towards-robust-interpretability-with-self-explaining-neural-networks.pdf. Cite
Guldi, Jo. “Critical Search: A Procedure for Guided Reading in Large-Scale Textual Corpora.” Journal of Cultural Analytics, 2018. https://doi.org/10.22148/16.030. Cite Download
Hind, Michael, Dennis Wei, Murray Campbell, Noel C. F. Codella, Amit Dhurandhar, Aleksandra Mojsilović, Karthikeyan Natesan Ramamurthy, and Kush R. Varshney. “TED: Teaching AI to Explain Its Decisions.” ArXiv:1811.04896 [Cs], 2018. http://arxiv.org/abs/1811.04896. Cite
IBM Research. “AI Explainability 360 - Resources,” 2019. http://aix360.mybluemix.net/resources. Cite
Liu, Alan. “The Meaning of the Digital Humanities.” PMLA 128, no. 2 (2013): 409–23. http://www.jstor.org/stable/23489068. Cite
Wikipedia. “Allegorical Interpretation of the Bible.” Wikipedia, August 9, 2019. https://en.wikipedia.org/w/index.php?title=Allegorical_interpretation_of_the_Bible&oldid=910120336. Cite