Text preprocessing for text mining in organizational research: Review and recommendations

L Hickman, S Thapa, L Tay, M Cao… - Organizational …, 2022 - journals.sagepub.com
Recent advances in text mining have provided new methods for capitalizing on the
voluminous natural language text data created by organizations, their employees, and their …

Closed-and open-vocabulary approaches to text analysis: A review, quantitative comparison, and recommendations.

JC Eichstaedt, ML Kern, DB Yaden… - Psychological …, 2021 - psycnet.apa.org
Technology now makes it possible to understand efficiently and at large scale how people
use language to reveal their everyday thoughts, behaviors, and emotions. Written text has …

Can large language models transform computational social science?

C Ziems, W Held, O Shaikh, J Chen, Z Zhang… - Computational …, 2024 - direct.mit.edu
Large language models (LLMs) are capable of successfully performing many language
processing tasks zero-shot (without training data). If zero-shot LLMs can also reliably classify …

Social bias frames: Reasoning about social and power implications of language

M Sap, S Gabriel, L Qin, D Jurafsky, NA Smith… - arXiv preprint arXiv …, 2019 - arxiv.org
Warning: this paper contains content that may be offensive or upsetting. Language has the
power to reinforce stereotypes and project social biases onto others. At the core of the …

Automated text analysis for consumer research

A Humphreys, RJH Wang - Journal of Consumer Research, 2018 - academic.oup.com
The amount of digital text available for analysis by consumer researchers has risen
dramatically. Consumer discussions on the internet, product reviews, and digital archives of …

[图书][B] Lifelong machine learning

Z Chen, B Liu - 2018 - books.google.com
Lifelong Machine Learning, Second Edition is an introduction to an advanced machine
learning paradigm that continuously learns by accumulating past knowledge that it then …

Language from police body camera footage shows racial disparities in officer respect

R Voigt, NP Camp, V Prabhakaran… - Proceedings of the …, 2017 - National Acad Sciences
Using footage from body-worn cameras, we analyze the respectfulness of police officer
language toward white and black community members during routine traffic stops. We …

How power affects people: Activating, wanting, and goal seeking

A Guinote - Annual review of psychology, 2017 - annualreviews.org
Sociocognitive research has demonstrated that power affects how people feel, think, and
act. In this article, I review literature from social psychology, neuroscience, management …

Winning arguments: Interaction dynamics and persuasion strategies in good-faith online discussions

C Tan, V Niculae, C Danescu-Niculescu-Mizil… - Proceedings of the 25th …, 2016 - dl.acm.org
Changing someone's opinion is arguably one of the most important challenges of social
interaction. The underlying process proves difficult to study: it is hard to know how …

Machine translation: Mining text for social theory

JA Evans, P Aceves - Annual review of sociology, 2016 - annualreviews.org
More of the social world lives within electronic text than ever before, from collective activity
on the web, social media, and instant messaging to online transactions, government …