Alexandra Schofield

Harvey Mudd College — United States

Computer Science · Physical Sciences

9h-index550citations21works0.72yr avg
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Research Topics

Topic Modeling(8), Natural Language Processing Techniques(5), Computational and Text Analysis Methods(5), Privacy-Preserving Technologies in Data(3), Complex Network Analysis Techniques(2)

Publications21 total

WIP: Revealing the Hidden Curriculum: A Multi-Institutional Perspective
2025
"My Very Subjective Human Interpretation": Domain Expert Perspectives on Navigating the Text Analysis Loop for Topic Models
Proceedings of the ACM on Human-Computer Interaction·2025· 2 citedOpen Access
Cheap Talk: Topic Analysis of CSR Themes on Corporate Twitter
2024
More Than Words: Collocation Retokenization for Latent Dirichlet Allocation Models
Findings of the Association for Computational Linguistics: ACL 2022·2022· 3 citedOpen Access
More Than Words: Collocation Tokenization for Latent Dirichlet Allocation Models
arXiv (Cornell University)·2021· 1 citedOpen Access
How effective is BERT without word ordering? Implications for language understanding and data privacy
2021· 27 citedOpen Access
Learning How To Learn NLP: Developing Introductory Concepts Through Scaffolded Discovery
2021Open Access
Separating the wheat from the chaff: A topic and keyword-based procedure for identifying research-relevant text*✰
Poetics·2020· 14 cited
Integrating Ethics into the NLP Curriculum
2020· 21 citedOpen Access
Locally private bayesian inference for count models
2019· 18 cited
Locally Private Bayesian Inference for Count Models
arXiv (Cornell University)·2018· 4 citedOpen Access
Identifying hate speech in social media
XRDS Crossroads The ACM Magazine for Students·2017· 16 cited
Quantifying the Effects of Text Duplication on Semantic Models
2017· 32 citedOpen Access
Pulling Out the Stops: Rethinking Stopword Removal for Topic Models
2017· 183 citedOpen Access
Comparing Apples to Apple: The Effects of Stemmers on Topic Models
Transactions of the Association for Computational Linguistics·2016· 187 citedOpen Access
Gender-Distinguishing Features in Film Dialogue
2016· 18 citedOpen Access
What do Vegans do in their Spare Time? Latent Interest Detection in Multi-Community Networks
arXiv (Cornell University)·2015· 7 citedOpen Access
What do Vegans do in their Spare Time? Latent Interest Detection in\n Multi-Community Networks
arXiv (Cornell University)·2015· 3 citedOpen Access
Automating the Explanation of Jazz Chord Progressions Using Idiomatic Analysis
Computer Music Journal·2013· 8 cited
A Creative Improvisational Companion Based on Idiomatic Harmonic Bricks.
2012· 6 citedOpen Access
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Frequent Co-authors

David Mimno(6), Jack Hessel(3), Aaron Schein(2), Zhiwei Steven Wu(2), Mingyuan Zhou(2), Hanna Wallach(2), Robert Keller(2), August Toman-Yih(2), Zachary Merritt(2), Lillian Lee(2), Jin Cheevaprawatdomrong(2), Attapol Rutherford(2), Måns Magnusson(1), Laure Thompson(1), Emily M. Bender(1), Dirk Hovy(1), Leo Mehr(1), Thomas Davidson(1), Alicia Eads(1), Fauna Mahootian(1)