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Alexandra Schofield
Alexandra Schofield
Associate 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
2932017
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
2782016
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
1082017
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
602017
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
572021
Locally Private Bayesian Inference for Count Models
A Schein, ZS Wu, A Schofield, M Zhou, H Wallach
arXiv preprint arXiv:1803.08471, 2018
462018
Gender-distinguishing features in film dialogue
A Schofield, L Mehr
Proceedings of the Fifth Workshop on Computational Linguistics for …, 2016
402016
Integrating ethics into the NLP curriculum
EM Bender, D Hovy, A Schofield
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
312020
Identifying hate speech in social media
A Schofield, T Davidson
XRDS: Crossroads, The ACM Magazine for Students 24 (2), 56-59, 2017
182017
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
172021
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
122013
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
82012
" My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models
A Schofield, S Wu, T Bayard de Volo, T Kuze, A Gomez, S Sultana
Proceedings of the ACM on Human-Computer Interaction 9 (1), 1-30, 2025
52025
More than words: collocation retokenization for latent Dirichlet allocation models
J Cheevaprawatdomrong, A Schofield, A Rutherford
Findings of the Association for Computational Linguistics: ACL 2022, 2696-2704, 2022
42022
Text Processing for the Effective Application of Latent Dirichlet Allocation
AK Schofield
Cornell University, 2019
32019
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
22021
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
12021
LDA in the wild: How practitioners develop topic models
TB de Volo, A Gomez, T Kuze, A Schofield
West Coast NLP, 2020
12020
Combatting the challenges of local privacy for distributional semantics with compression
A Schofield, G Yauney, D Mimno
PriML workshop at NeurIPS, 2019
12019
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Articles 1–20