CT-IPE methods are configurable measurement pipelines; a large-scale comparison of 17 algorithms shows infrastructure and hyperparameter sensitivity in political text scaling.
Read the original at arxiv.org→arXiv:2609.17602v1 Announce Type: new Abstract: Computational text-based ideal point estimation (CT-IPE) methods are usually compared as named algorithms, yet applying them involves numerous researcher choices that...
Original headline: "Making Political Text Scaling Comparable: Infrastructure and Hyperparameter Sensitivity for 17 Algorithms"
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- Sep 17, 04:00 UTC arXiv cs.CL lead source Making Political Text Scaling Comparable: Infrastructure and Hyperparameter Sensitivity for 17 Algorithms