Margaret E. Roberts

11.7k citations
62 papers · 5.9k indexed · 9 hit papers · h-index 27

Impact in

Papers in

Margaret E. Roberts

59 papers receiving 5.5k citations

Hit Papers

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond 2022 · 120 citations
12020142026201820224008001.2k

Peers

Margaret E. Roberts
Comparison fields: 5 of 176
  • General Social Sciences 1.5k
  • Communication 1.4k
  • Sociology and Political Science 2.7k
  • Political Science and International Relations 1.4k
  • Artificial Intelligence 1.1k
Replace Brandon Stewart with:
Brandon Stewart United States
Justin Grimmer United States
Kenneth Benoit Ireland
Daniel J. Hopkins United States
Vincent Larivière Canada
Cassidy R. Sugimoto United States
Han Woo Park South Korea
Philip E. Tetlock United States
Helen Margetts United Kingdom
Claes H. de Vreese Netherlands
Margaret E. Roberts relative to Brandon Stewart United States Brandon Stewart's profile →
Citations per field
00.5×1.5×
Brandon Stewart · 1×
Citations per year

Countries citing papers authored by Margaret E. Roberts

Since Specialization
Citations

This map shows the geographic impact of Margaret E. Roberts's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Margaret E. Roberts with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Margaret E. Roberts more than expected).

Fields of papers citing papers by Margaret E. Roberts

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Margaret E. Roberts. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Margaret E. Roberts. The network helps show where Margaret E. Roberts may publish in the future.

Co-authors

The 25 scholars most cited alongside Margaret E. Roberts, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Margaret E. Roberts Line = papers co-authored together Margaret E. Roberts links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown
#Work
1 20253
2 20251
3 20241
4 202411
5 202318
6 20230
7 20223
8
Automating Fairness? Artificial Intelligence in the Chinese Courts
202116
9 202051
10
Estimation of the Structural Topic Model [R package stm version 1.3.6]
20203
11 201821
12 201881
13 2017202
14 201650
15 20161
16 20168
17
Reverse-engineering censorship in China: Randomized experimentation and participant observation
Hit paper breakdown →
2014269
18 20095
19 200758
20 197028

About Margaret E. Roberts

Margaret E. Roberts is a scholar working on General Social Sciences, Communication, Microbiology, Political Science and International Relations and Artificial Intelligence, having authored 62 papers that have together received 5.9k indexed citations. Recurring topics across this work include Computational and Text Analysis Methods (20 papers), Social Media and Politics (12 papers), Media Influence and Politics (12 papers), Electoral Systems and Political Participation (8 papers), Topic Modeling (8 papers), Hate Speech and Cyberbullying Detection (7 papers), Misinformation and Its Impacts (5 papers) and Judicial and Constitutional Studies (5 papers). The work is most often cited by research in General Social Sciences (1.5k citations), Communication (1.4k citations), Sociology and Political Science (2.7k citations), Political Science and International Relations (1.4k citations) and Artificial Intelligence (1.1k citations). Margaret E. Roberts has collaborated with scholars based in United States, United Kingdom and Mexico. Frequent co-authors include Brandon Stewart, Dustin Tingley, Gary King, Jennifer Pan, Christopher Lucas, Edoardo M. Airoldi, Jetson Leder‐Luis, Shana Kushner Gadarian, David G. Rand and Bethany Albertson. Their work appears in journals such as Political Analysis, Proceedings of the National Academy of Sciences, American Journal of Political Science, American Political Science Review and Journal of democracy.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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