Text as data: An overview

K Benoit - The SAGE handbook of research methods in political …, 2020 - torrossa.com
When it comes to textual data, the fields of political science and international relations face a
genuine embarrassment of riches. Never before has so much text been so readily available …

Out of one, many: Using language models to simulate human samples

LP Argyle, EC Busby, N Fulda, JR Gubler… - Political …, 2023 - cambridge.org
We propose and explore the possibility that language models can be studied as effective
proxies for specific human subpopulations in social science research. Practical and …

Publishing while Female. Are women held to higher standards? Evidence from peer review.

E Hengel - 2017 - repository.cam.ac.uk
I use readability scores to test if referees and/or editors apply higher standards to women's
writing in academic peer review. I find:(i) female-authored papers are 1-6 percent better …

[图书][B] Text as data: A new framework for machine learning and the social sciences

J Grimmer, ME Roberts, BM Stewart - 2022 - books.google.com
A guide for using computational text analysis to learn about the social world From social
media posts and text messages to digital government documents and archives, researchers …

Emotion and reason in political language

G Gennaro, E Ash - The Economic Journal, 2022 - academic.oup.com
This paper studies the use of emotion and reason in political discourse. Adopting
computational-linguistics techniques to construct a validated text-based scale, we measure …

Large language models can be used to estimate the latent positions of politicians

PY Wu, J Nagler, JA Tucker, S Messing - arXiv preprint arXiv:2303.12057, 2023 - arxiv.org
Existing approaches to estimating politicians' latent positions along specific dimensions
often fail when relevant data is limited. We leverage the embedded knowledge in generative …

Clear messages to the European public? The language of European Commission press releases 1985–2020

C Rauh - Journal of European integration, 2023 - Taylor & Francis
The public politicisation of European integration indicates a growing demand for public
communication of supranational politics. This paper highlights that the messages the …

Digital literacy and online political behavior

AM Guess, K Munger - Political science research and methods, 2023 - cambridge.org
Digital literacy is receiving increased scholarly attention as a potential explanatory factor in
the spread of misinformation and other online pathologies. As a concept, however, it …

Understanding the effects of the textual complexity on government communication: Insights from China's online public service platform

L Lu, J Xu, J Wei - Telematics and Informatics, 2023 - Elsevier
While texts are the primary carriers of information for government decision making, few
studies have examined the role of textual complexity in government-citizen communication …

Where Is Presidential Power? Measuring Presidential Discretion Using Experts

K Lowande, CR Shipan - British Journal of Political Science, 2022 - cambridge.org
Presidents' unilateral sway over policy is of global concern to scholars, practitioners and the
general public. While pending actions provoke media speculation about how much authority …