Sentiment analysis: An overview from linguistics
M Taboada - Annual Review of Linguistics, 2016 - annualreviews.org
Sentiment analysis is a growing field at the intersection of linguistics and computer science
that attempts to automatically determine the sentiment contained in text. Sentiment can be …
that attempts to automatically determine the sentiment contained in text. Sentiment can be …
[BOOK][B] Text as data: A new framework for machine learning and the social sciences
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 …
media posts and text messages to digital government documents and archives, researchers …
Navigating the local modes of big data
Each day humans generate massive volumes of data in a variety of different forms (Lazer et
al., 2009). For example, digitized texts provide a rich source of political content through …
al., 2009). For example, digitized texts provide a rich source of political content through …
Posterior calibration and exploratory analysis for natural language processing models
K Nguyen, B O'Connor - ar** field. The study of CSS is …
Identifying civilians killed by police with distantly supervised entity-event extraction
We propose a new, socially-impactful task for natural language processing: from a news
corpus, extract names of persons who have been killed by police. We present a newly …
corpus, extract names of persons who have been killed by police. We present a newly …