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Card, Dallas

Natural Language Processing (NLP) Historic Text Mining Bias In Machine Learning Systems Low-Resource Text Classification Reproducibility And Interpretability In Machine Learning
University of Michigan (Ann Arbor) Computer Science and Engineering

About

Dr. Dallas Card is an Assistant Professor of Information in the School of Information at the University of Michigan, Ann Arbor, where he works at the intersection of machine learning, natural language processing (NLP), and data science with a strong focus on understanding society through text data and improving the reliability and responsibility of machine learning systems. Prior to joining Michigan, he was a postdoctoral scholar in the Stanford Natural Language Processing Group and Stanford Data Science Institute, and he holds a Ph.D. in Machine Learning from Carnegie Mellon University, where he was advised by Noah A. Smith. Dr. Card’s research explores computational methods for textual data analysis, including projects on historic text mining to study social and political phenomena, bias in machine learning systems (such as racial bias in hate speech detection), methods for low‑resource text classification, and broader questions about reproducibility and interpretability in machine learning research. His work combines technical innovations in NLP with applications in computational social science, enabling insights into historical discourse, framing, and how models behave on real‑world text corpora. At the University of Michigan, Card contributes to interdisciplinary research and teaching that bridges computing with social inquiry, and he participates in events and collaborations across AI, data science, and information studies. His scholarship continues to advance both methodological rigor and societal relevance in machine learning and NLP.

Research Performance Summary

51
Total Papers
13364
Total Citations
28
H-Index
2010-2025
Active Research Span

First Recorded Paper

Comparison of Findings on Head Ultrasound Scans (U/S) With Early Advanced Magnetic Resonance Imaging (Mri) in Preterm Brains

Year: 2010

Citations: 0

Venue: Paediatrics & Child Health 15 (suppl_A), 27A-27A

Latest Recorded Paper

Characterizing Religious Rhetoric in the US Congressional Record

Year: 2025

Citations: 0

Venue: Anthology of Computers and the Humanities 3

Last 10 Years Publication Activity

This timeline shows the professor's yearly publication activity.

2025
6
2024
2
2023
3
2022
6
2021
3
2020
4
2019
5
2018
4
2017
2
2016
1
2015
3

Publication Venues and Collaboration

Journal, Conference, and Book Publication Breakdown

Conference 25
Journal 1
Book 0

Top Coauthors

Card Smith

Research Impact by Period

2025-2026

Period Stats
Papers 6
Citations 15
Avg. Citations / Paper 2.5
H-Index 2

2020-2024

Period Stats
Papers 18
Citations 10113
Avg. Citations / Paper 561.8
H-Index 15

2015-2019

Period Stats
Papers 15
Citations 2769
Avg. Citations / Paper 184.6
H-Index 12

2010-2014

Period Stats
Papers 12
Citations 467
Avg. Citations / Paper 38.9
H-Index 6

Contact and Professional Links

Contact Information

dalc@umich.edu
7347645876

Detected Research Keywords

Magnetization Transfer Diffusion Transfer Diffusion Tensor Grey White Matter