Alexandra Schofield
Alexandra Schofield
Assistant Professor, Harvey Mudd College
Verified email at - Homepage
Cited by
Cited by
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
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
A Schofield, M Magnusson, D Mimno
EACL, 432-436, 2017
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
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
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
Locally Private Bayesian Inference for Count Models
A Schein, ZS Wu, A Schofield, M Zhou, H Wallach
arXiv preprint arXiv:1803.08471, 2018
Gender-distinguishing features in film dialogue
A Schofield, L Mehr
Proceedings of the Fifth Workshop on Computational Linguistics for …, 2016
Integrating ethics into the NLP curriculum
EM Bender, D Hovy, A Schofield
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
Identifying hate speech in social media
A Schofield, T Davidson
XRDS: Crossroads, The ACM Magazine for Students 24 (2), 56-59, 2017
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
A creative improvisational companion based on idiomatic harmonic bricks
RM Keller, A Toman-Yih, A Schofield, Z Merritt
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
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
More Than Words: Collocation Tokenization for Latent Dirichlet Allocation Models
J Cheevaprawatdomrong, A Schofield, AT Rutherford
arXiv preprint arXiv:2108.10755, 2021
LDA in the wild: How practitioners develop topic models
TB de Volo, A Gomez, T Kuze, A Schofield
West Coast NLP, 2020
Combatting the challenges of local privacy for distributional semantics with compression
A Schofield, G Yauney, D Mimno
PriML workshop at NeurIPS, 2019
Text Processing for the Effective Application of Latent Dirichlet Allocation
AK Schofield
Cornell University, 2019
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
Knowing Best: Distinguishing Features of Scientific Papers Cited in Clean Air Policy
S Fulcar, C Ashmun, J Bakken, A Ding, JP Walker, A Schofield, ...
AGU23, 2023
The Possibilities and Limitations of Natural Language Processing for the Humanities
The Bloomsbury Handbook to the Digital Humanities, 169, 2022
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