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ORCIDMargaret E. Roberts
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- affiliation: University of California, San Diego, CA, USA
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2020 – today
- 2024
[c8]Megan Ayers, Luke Sanford, Margaret E. Roberts, Eddie Yang:
Discovering influential text using convolutional neural networks. ACL (Findings) 2024: 12002-12027- [i7]Megan Ayers, Luke Sanford, Margaret E. Roberts, Eddie Yang:
Discovering influential text using convolutional neural networks. CoRR abs/2406.10086 (2024) - 2023
- [c7]Jennifer Chien
, Margaret E. Roberts, Berk Ustun:
Algorithmic Censoring in Dynamic Learning Systems. EAAMO 2023: 26:1-26:20 - [c6]Zachary S. Bischof, Kennedy Pitcher, Esteban Carisimo, Amanda Meng, Rafael Bezerra Nunes, Ramakrishna Padmanabhan, Margaret E. Roberts, Alex C. Snoeren, Alberto Dainotti:
Destination Unreachable: Characterizing Internet Outages and Shutdowns. SIGCOMM 2023: 608-621 - [i6]Jennifer Chien, Margaret E. Roberts, Berk Ustun:
Algorithmic Censoring in Dynamic Learning Systems. CoRR abs/2305.09035 (2023) - 2022
- [j3]Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang:
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. Trans. Assoc. Comput. Linguistics 10: 1138-1158 (2022) - 2021
- [c5]Eddie Yang, Margaret E. Roberts:
Censorship of Online Encyclopedias: Implications for NLP Models. FAccT 2021: 537-548 - [i5]Eddie Yang, Margaret E. Roberts:
Censorship of Online Encyclopedias: Implications for NLP Models. CoRR abs/2101.09294 (2021) - [i4]Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang:
Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond. CoRR abs/2109.00725 (2021)
2010 – 2019
- 2019
- [j2]Iyad Rahwan, Manuel Cebrián, Nick Obradovich, Josh C. Bongard, Jean-François Bonnefon, Cynthia Breazeal, Jacob W. Crandall, Nicholas A. Christakis, Iain D. Couzin, Matthew O. Jackson, Nicholas R. Jennings, Ece Kamar, Isabel M. Kloumann, Hugo Larochelle, David Lazer, Richard McElreath, Alan Mislove, David C. Parkes, Alex 'Sandy' Pentland, Margaret E. Roberts, Azim Shariff, Joshua B. Tenenbaum, Michael P. Wellman:
Machine behaviour. Nat. 568(7753): 477-486 (2019) - [c4]Xiaohan Wu, Benjamin L. Liebman, Rachel E. Stern, Margaret E. Roberts, Amarnath Gupta:
On Constructing a Knowledge Base of Chinese Criminal Cases. JURIX 2019: 235-240 - [i3]Xiaohan Wu, Benjamin L. Liebman, Rachel E. Stern, Margaret E. Roberts, Amarnath Gupta:
On Constructing a Knowledge Base of Chinese Criminal Cases. CoRR abs/1910.07494 (2019) - 2018
- [i2]Naoki Egami, Christian J. Fong, Justin Grimmer, Margaret E. Roberts, Brandon M. Stewart:
How to Make Causal Inferences Using Texts. CoRR abs/1802.02163 (2018) - 2017
- [c3]Amarnath Gupta, Alice Z. Wang, Kai Lin, Haoshen Hong, Haoran Sun, Benjamin L. Liebman, Rachel E. Stern, Subhasis Dasgupta, Margaret E. Roberts:
Toward Building a Legal Knowledge-Base of Chinese Judicial Documents for Large-Scale Analytics. JURIX 2017: 135-144 - 2016
- [c2]Pablo Suárez-Serrato, Margaret E. Roberts, Clayton A. Davis, Filippo Menczer:
On the Influence of Social Bots in Online Protests - Preliminary Findings of a Mexican Case Study. SocInfo (2) 2016: 269-278 - [p1]Margaret E. Roberts, Brandon M. Stewart, Dustin Tingley:
Navigating the Local Modes of Big Data: The Case of Topic Models. Computational Social Science 2016: 51-97 - [i1]Pablo Suárez-Serrato, Margaret E. Roberts, Clayton A. Davis, Filippo Menczer:
On the influence of social bots in online protests. Preliminary findings of a Mexican case study. CoRR abs/1609.08239 (2016) - 2015
- [c1]Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer:
TopicCheck: Interactive Alignment for Assessing Topic Model Stability. HLT-NAACL 2015: 175-184 - 2014
- [j1]Justin Reich, Dustin Tingley, Jetson Leder-Luis, Margaret E. Roberts, Brandon M. Stewart:
Computer-Assisted Reading and Discovery for Student Generated Text in Massive Open Online Courses. J. Learn. Anal. 2(1) (2014)
Coauthor Index
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