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TopicCheck: Interactive Alignment for Assessing Topic Model Stability

Jason Chuang · Margaret E. Roberts · Brandon Stewart · Dustin H. Tingley · Justin Grimmer · Jeffrey Michael Heer

49 citations0/0 files storedConference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT)

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Computational and Text Analysis Methods Topic Modeling Data Visualization and Analytics

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Jason Chuang, Margaret E. Roberts, Brandon M. Stewart, Rebecca Weiss, Dustin Tingley, Justin Grimmer, Jeffrey Heer. Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies. 2015.

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References

1960A Coefficient of Agreement for Nominal Scales 1984Content Analysis: An Introduction to its Methodology.1972The Agenda-Setting Function of Mass Media 1970Content Analysis for the Social Sciences and Humanities.2013Text as Data: The Promise and Pitfalls of Automatic Content Analysis Methods for Political Texts 1952Content Analysis in Communication Research.2002Content Analysis in Mass Communication: Assessment and Reporting of Intercoder Reliability 1991Mass Media Research: An Introduction

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2021Topic models do not model topics: epistemological remarks and steps towards best practices 2017Multi-level computational methods for interdisciplinary research in the HathiTrust Digital Library 2018Computer-Assisted Text Analysis for Social Science: Topic Models and Beyond 2023Extracting Actionable Insights from Text Data: A Stable Topic Model Approach 2021Business analytics for corporate risk management and performance improvement

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