Stewart, Brandon M.

Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts

Grimmer, J., & Stewart, B. M. (2013) · Political Analysis

Computational and Text Analysis MethodsSentiment Analysis and Opinion Mining

Cited by 3,297

stm : An R Package for Structural Topic Models

Roberts, M. E., Stewart, B. M., & Tingley, D. (2019) · Journal of Statistical Software

Computational and Text Analysis MethodsTopic Modeling

Cited by 1,714

Measuring the predictability of life outcomes with a scientific mass collaboration

Salganik, M. J., Lundberg, I., Kindel, A. T., Ahearn, C. E., Al-Ghoneim, K., Almaatouq, A., Altschul, D. M., Brand, J. E., Carnegie, N. B., Compton, R. J., et al. (2020) · Proceedings of the National Academy of Sciences

Family Dynamics and RelationshipsOnline Learning and Analytics

Cited by 322

Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond

Feder, A., Keith, K. A., Manzoor, E., Pryzant, R., Sridhar, D., Wood-Doughty, Z., Eisenstein, J., Grimmer, J., Reichart, R., Roberts, M. E., et al. (2022) · Transactions of the Association for Computational Linguistics

Advanced Causal Inference TechniquesComputational and Text Analysis Methods

Cited by 220

A La Carte Embedding: Cheap but Effective Induction of Semantic Feature Vectors

Khodak, M., Saunshi, N., Liang, Y., Ma, T., Stewart, B., & Arora, S. (2018) · Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

Topic ModelingNatural Language Processing Techniques

Cited by 111

Embedding Regression: Models for Context-Specific Description and Inference

RODRIGUEZ, P. L., SPIRLING, A., & STEWART, B. M. (2023) · American Political Science Review

Computational and Text Analysis MethodsTopic Modeling

Cited by 70

Use of force and civil–military relations in Russia: an automated content analysis

Stewart, B. M., & Zhukov, Y. M. (2009) · Small Wars & Insurgencies

European and Russian Geopolitical Military StrategiesInternational Relations and Foreign Policy

Cited by 69