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Margaret E. Roberts · SciRah

Researcher profile · Semantic Scholar

Margaret E. Roberts

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Margaret E. Roberts — researcher profile on SciRah

h-index: 30
Works: 51
Citations: 13K

Most-cited papers

How Censorship in China Allows Government Criticism but Silences Collective Expression
Gary King, Jennifer Pan, Margaret E. Roberts
2013American Political Science Review1,926 citations Open access
Semantic Scholar
Structural Topic Models for Open‐Ended Survey Responses
Margaret E. Roberts, Brandon M Stewart, D. Tingley, Christopher Lucas +4 more
2014American Journal of Political Science1,845 citations Open access
Semantic Scholar
stm: An R Package for Structural Topic Models
Margaret E. Roberts, Brandon M Stewart, D. Tingley
2019Journal of Statistical Software1,730 citations Open access
Semantic Scholar
Machine behaviour
I. Rahwan, Manuel Cebrian, Nick Obradovich, J. Bongard +19 more
2019Nature1,354 citations Open access
Semantic Scholar
How the Chinese Government Fabricates Social Media Posts for Strategic Distraction, Not Engaged Argument
Gary King, Jennifer Pan, Margaret E. Roberts
2017American Political Science Review771 citations Open access
Semantic Scholar
A Model of Text for Experimentation in the Social Sciences
Margaret E. Roberts, Brandon M Stewart, E. Airoldi
2016679 citations Open access
Semantic Scholar
Computer-Assisted Text Analysis for Comparative Politics
Christopher Lucas, Richard Nielsen, Margaret E. Roberts, Brandon M Stewart +2 more
2015Political Analysis479 citations Open access
Semantic Scholar
Censored: Distraction and Diversion Inside China's Great Firewall
Margaret E. Roberts
2018400 citations
Semantic Scholar
The structural topic model and applied social science
Margaret E. Roberts, Brandon M Stewart, D. Tingley, E. Airoldi
2013International Conference on Neural Information Processing367 citations
Semantic Scholar
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond
Amir Feder, Katherine A. Keith, Emaad A. Manzoor, Reid Pryzant +9 more
2021Transactions of the Association for Computational Linguistics355 citations Open access
Semantic Scholar
Reverse-engineering censorship in China: Randomized experimentation and participant observation
Gary King, Jennifer Pan, Margaret E. Roberts
2014Science354 citations Open access
Semantic Scholar
From Liberation to Turmoil: Social Media And Democracy
Joshua A. Tucker, Yannis Theocharis, Margaret E. Roberts, Pablo Barberá
2017341 citations Open access
Semantic Scholar
How Robust Standard Errors Expose Methodological Problems They Do Not Fix, and What to Do About It
Gary King, Margaret E. Roberts
2015Political Analysis294 citations Open access
Semantic Scholar
Machine Learning for Social Science: An Agnostic Approach
Justin Grimmer, Margaret E. Roberts, Brandon M Stewart
2021276 citations Open access
Semantic Scholar
Computer‐Assisted Keyword and Document Set Discovery from Unstructured Text
Gary King, Patrick Lam, Margaret E. Roberts
2017210 citations Open access
Semantic Scholar
How to make causal inferences using texts
Naoki Egami, Christian Fong, Justin Grimmer, Margaret E. Roberts +1 more
2018Science Advances198 citations Open access
Semantic Scholar
Navigating the Local Modes of Big Data: The Case of Topic Models
Margaret E. Roberts, Brandon M Stewart, D. Tingley
2016Computational Social Science169 citations
Semantic Scholar
How Sudden Censorship Can Increase Access to Information
William R. Hobbs, Margaret E. Roberts
2018American Political Science Review149 citations Open access
Semantic Scholar
Adjusting for Confounding with Text Matching
Margaret E. Roberts, Brandon M Stewart, Richard Nielsen
2020125 citations
Semantic Scholar
Mass Digitization of Chinese Court Decisions
B. Liebman, Margaret E. Roberts, R. Stern, Alice Z. Wang
2017Journal of Law and Courts106 citations Open access
Semantic Scholar
Resilience to Online Censorship
Margaret E. Roberts
2020Annual review of political science (Palo Alto, Calif. Print)101 citations Open access
Semantic Scholar
Computer-Assisted Reading and Discovery for Student Generated Text in Massive Open Online Courses
J. Reich, D. Tingley, Jetson Leder-Luis, Margaret E. Roberts +1 more
2014Journal of Learning Analytics78 citations Open access
Semantic Scholar
On the Influence of Social Bots in Online Protests - Preliminary Findings of a Mexican Case Study
P. Suárez-Serrato, Margaret E. Roberts, Clayton A. Davis, F. Menczer
2016Social Informatics62 citations Open access
Semantic Scholar
TopicCheck: Interactive Alignment for Assessing Topic Model Stability
Jason Chuang, Margaret E. Roberts, Brandon M Stewart, Rebecca Weiss +3 more
2015North American Chapter of the Association for Computational Linguistics61 citations Open access
Semantic Scholar
No! Formal Theory, Causal Inference, and Big Data Are Not Contradictory Trends in Political Science
B. Monroe, Jennifer Pan, Margaret E. Roberts, M. Sen +1 more
2014PS61 citations
Semantic Scholar
COVID-19 increased censorship circumvention and access to sensitive topics in China
Keng-Chi Chang, William R. Hobbs, Margaret E. Roberts, Zachary C. Steinert-Threlkeld
2022Proceedings of the National Academy of Sciences of the United States of America46 citations Open access
Semantic Scholar
Transparency Standards in Qualitative Comparative Analysis
Richard A. Nielsen, Margaret E. Roberts, Brandon, Stewart +2 more
201742 citations
Semantic Scholar
Acquiescence Bias Inflates Estimates of Conspiratorial Beliefs and Political Misperceptions
Seth J. Hill, Margaret E. Roberts
2023Political Analysis37 citations Open access
Semantic Scholar
Destination Unreachable: Characterizing Internet Outages and Shutdowns
Z. Bischof, Kennedy Pitcher, Esteban Carisimo, Amanda Meng +5 more
2023Conference on Applications, Technologies, Architectures, and Protocols for Computer Communication37 citations Open access
Semantic Scholar
At Home and Abroad: The Use of Denial-of-service Attacks during Elections in Nondemocratic Regimes
Philipp M. Lutscher, Nils B. Weidmann, Margaret E. Roberts, Mattijs Jonker +2 more
2019Journal of Conflict Resolution34 citations Open access
Semantic Scholar
Censorship of Online Encyclopedias: Implications for NLP Models
Eddie Yang, Margaret E. Roberts
2021Conference on Fairness, Accountability and Transparency23 citations Open access
Semantic Scholar
What Makes Foreign Policy Teams Tick: Explaining Variation in Group Performance at Geopolitical Forecasting
Michael C. Horowitz, Brandon M Stewart, D. Tingley, Michael R. Bishop +5 more
2019Journal of Politics23 citations
Semantic Scholar
Partisan conflict over content moderation is more than disagreement about facts
R. Appel, Jennifer Pan, Margaret E. Roberts
2023Science Advances22 citations Open access
Semantic Scholar
Fear or Friction ? How Censorship Slows the Spread of Information in the Digital Age ∗
Margaret E. Roberts
201420 citations
Semantic Scholar
The Impact of U.S.-China Tensions on U.S. Science
Rui-Xue Jia, Margaret E. Roberts, Ye Wang, Eddie Yang
2022Social Science Research Network19 citations
Semantic Scholar
Censorship’s Effect on Incidental Exposure to Information: Evidence From Wikipedia
Jennifer Pan, Margaret E. Roberts
202019 citations Open access
Semantic Scholar
Fear, Friction, and Flooding: Methods of Online Information Control
Margaret E. Roberts
201416 citations
Semantic Scholar
Introduction to the Virtual Issue: Recent Innovations in Text Analysis for Social Science
Margaret E. Roberts
2016Political Analysis12 citations Open access
Semantic Scholar
Matching Methods for High-Dimensional Data with Applications to Text∗
Margaret E. Roberts, Brandon M Stewart, Richard Nielsen
201512 citations
Semantic Scholar
Algorithmic Censoring in Dynamic Learning Systems
Jennifer Chien, Margaret E. Roberts, Berk Ustun
2023Conference on Equity and Access in Algorithms, Mechanisms, and Optimization10 citations Open access
Semantic Scholar
Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
Semantic Scholar
A Randomized Experimental Study of Censorship in China
Gary King, Jennifer Pan, Margaret E. Roberts
20139 citations
Semantic Scholar
Estimation of the Structural Topic Model [R package stm version 1.3.6]
Margaret E. Roberts, Brandon M Stewart, D. Tingley
20206 citations
Semantic Scholar
Toward Building a Legal Knowledge-Base of Chinese Judicial Documents for Large-Scale Analytics
Amarnath Gupta, Alice Z. Wang, Kai Lin, Haoshen Hong +5 more
2017International Conference on Legal Knowledge and Information Systems6 citations Open access
Semantic Scholar
What is Political Methodology?
Margaret E. Roberts
2018PS5 citations
Semantic Scholar
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts
André F. T. Martins, Tsvetomila Mihaylova, Nikita Nangia, Vlad Niculae +496 more
20194 citations Open access
Semantic Scholar
Crisis is a Gateway to Censored Information: The Case of Coronavirus in China
Zachary C. Steinert-Threlkeld, William R. Hobbs, Keng-Chi Chang, Margaret E. Roberts
2020Social Science Research Network3 citations Open access
Semantic Scholar
On Constructing a Knowledge Base of Chinese Criminal Cases
Xiaohan Wu, B. Liebman, R. Stern, Margaret E. Roberts +1 more
2019International Conference on Legal Knowledge and Information Systems3 citations Open access
Semantic Scholar
C$^{3}$T: Counterfactual Causal Reasoning for Sentiment Shifts in Social-Media Conversation Trees
S M Rafiuddin, Atriya Sen, Thomas R. Davidson, Dana Warmsley +496 more
20260 citations
Semantic Scholar
PAN volume 31 issue 3 Cover and Front matter
V. O., D. A., t F l c ó - G i m r d i M u ñ o z, E. O. +63 more
2023Political Analysis0 citations Open access
Semantic Scholar

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