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American Journal of Political Science· 2014Q1

Structural Topic Models for Open‐Ended Survey Responses

Margaret E. Roberts, Brandon Stewart, Dustin Tingley, Christopher Lucas et al.

Short summary

This paper introduces the Structural Topic Model (STM), a semi-automated machine learning approach for analyzing open-ended survey responses, offering an alternative to traditional human coding.

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Field: General Social Sciences

General Social SciencesSocial Sciences