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Alexandra Schofield
Alexandra Schofield
Assistant Professor, Harvey Mudd College
Verified email at cs.hmc.edu - Homepage
Title
Cited by
Cited by
Year
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
A Schofield, M Magnusson, D Mimno
EACL, 432-436, 2017
1622017
Comparing apples to apple: The effects of stemmers on topic models
A Schofield, D Mimno
Transactions of the Association for Computational Linguistics 4, 287-300, 2016
1492016
Understanding Text Pre-Processing for Latent Dirichlet Allocation
A Schofield, M Magnusson, L Thompson, D Mimno
Proceedings of the 1st Workshop for Women and Underrepresented Minorities in …, 2017
542017
Quantifying the effects of text duplication on semantic models
A Schofield, L Thompson, D Mimno
Proceedings of the 2017 conference on empirical methods in natural language …, 2017
342017
Locally Private Bayesian Inference for Count Models
A Schein, ZS Wu, A Schofield, M Zhou, H Wallach
arXiv preprint arXiv:1803.08471, 2018
302018
Gender-distinguishing features in film dialogue
A Schofield, L Mehr
Proceedings of the Fifth Workshop on Computational Linguistics for …, 2016
272016
Identifying hate speech in social media
A Schofield, T Davidson
XRDS: Crossroads, The ACM Magazine for Students 24 (2), 56-59, 2017
162017
Integrating ethics into the NLP curriculum
EM Bender, D Hovy, A Schofield
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
112020
Automating the explanation of jazz chord progressions using idiomatic analysis
R Keller, A Schofield, A Toman-Yih, Z Merritt, J Elliott
Computer Music Journal 37 (4), 54-69, 2013
102013
What do vegans do in their spare time? Latent interest detection in multi-community networks
J Hessel, A Schofield, L Lee, D Mimno
arXiv preprint arXiv:1511.03371, 2015
82015
A creative improvisational companion based on idiomatic harmonic bricks
RM Keller, A Toman-Yih, A Schofield, Z Merritt
Proc. 3rd ICCC 2012, 2012
82012
How effective is BERT without word ordering? Implications for language understanding and data privacy
J Hessel, A Schofield
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
72021
Separating the wheat from the chaff: A topic and keyword-based procedure for identifying research-relevant text*✰
A Eads, A Schofield, F Mahootian, D Mimno, R Wilderom
Poetics 86, 101527, 2021
62021
Combatting the challenges of local privacy for distributional semantics with compression
A Schofield, G Yauney, D Mimno
PriML workshop at NeurIPS, 2019
12019
Text Processing for the Effective Application of Latent Dirichlet Allocation
AK Schofield
Cornell University, 2019
12019
A Variational Inference Approach for Locally Private Inference of Poisson Factorization Models
A Schofield, A Schein, ZS Wu, H Wallach
Proceedings of the NeurIPS Workshop on Privacy Preserving Machine Learning …, 2018
12018
One Shock, Many Disruptions: Firm Experience After India’s Demonetization
M Goel, A Schofield, M Zemel
2022
Introducing tSLDA: A Workflow-Oriented Topic Modeling Tool.
S Babb, M Celeste, D Harris, I Wu, T Bayard de Volo, A Gomez, T Kuze, ...
WeCNLP (West Coast NLP) Summit, 2021
2021
More Than Words: Collocation Tokenization for Latent Dirichlet Allocation Models
J Cheevaprawatdomrong, A Schofield, AT Rutherford
arXiv preprint arXiv:2108.10755, 2021
2021
Learning How To Learn NLP: Developing Introductory Concepts Through Scaffolded Discovery
A Schofield, R Wicentowski, J Medero
Proceedings of the Fifth Workshop on Teaching NLP, 131-137, 2021
2021
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