Publications
As of July 2019, this list is no longer being updated.
- Aaron Schein, Zhiwei Steven Wu, Alexandra Schofield, Mingyuan Zhou, and Hanna Wallach. Locally private Bayesian inference for count models. To appear in ICML 2019.
- Alexandra Schofield, Aaron Schein, Zhiwei Steven Wu, and Hanna Wallach. A variational inference approach for locally private inference of Poisson factorization models. NeurIPS Workshop on Privacy Preserving Machine Learning (PPML), 2018.
- Alexandra Schofield and Thomas Davidson. Identifying hate speech in social media. ACM Crossroads Magazine (XRDS) Vol 24 (2), 2017.
- Alexandra Schofield, Laure Thompson, and David Mimno. Quantifying the effects of text duplication on semantic models. EMNLP, 2017.
- Alexandra Schofield, Måns Magnusson, Laure Thompson, and David Mimno. Understanding text pre-processing for latent Dirichlet allocation. ACL Workshop for Women in NLP (WiNLP), 2017.
- Alexandra Schofield, Måns Magnusson, and David Mimno. Pulling out the stops: Rethinking stopword removal for topic models. EACL, 2017.*
- Alexandra Schofield and David Mimno. Comparing apples to apple: the effects of stemmers on topic models. TACL Vol. 4, 2016.**
- Alexandra Schofield and Leo Mehr. Gender-distinguishing features in film dialogue. NAACL 2016 Workshop on Computational Linguistics for Literature (CLFL), 2016.***
- Jack Hessel, Alexandra Schofield, Lillian Lee, David Mimno. What do vegans do in their spare time? Latent interest detection in multi-community networks. NeurIPS Networks Workshop, 2015.
- Robert Keller, Alexandra Schofield, August Toman-Yih, Zachary Merritt, John Elliott. Automating the explanation of jazz chord progressions using idiomatic analysis. Computer Music Journal 37:4, 54-69, 2013.
- Robert M Keller, August Toman-Yih, Alexandra Schofield, Zachary Merritt. A creative improvisational companion based on idiomatic harmonic bricks. Proc. 3rd ICCC, 2012.