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Rules Before Oracles: Auditable, User-Configurable Argument Selection for Deliberative Polling

arXiv cs.AI · 2026-08-26 Cached

The paper proposes an auditable, user-configurable rule-based method for argument selection in deliberative polling, demonstrating through simulations that it achieves competitive performance with opaque learned rankers while enabling greater transparency and personalization.

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#information-systems

Interview with Kalle Lyytinen on "Implications of Theories of Language for Information Systems"

arXiv cs.CL · 2026-07-28 Cached

An interview with Kalle Lyytinen reflecting on his 1985 MISQ article about language theories in information systems, discussing implications for modern AI including large language models and generative AI.

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#information-systems

From Structural Equation Modelling to Double Machine Learning: Robustness Analysis for Survey-Based Research

arXiv cs.LG · 2026-07-02 Cached

This paper develops a staged robustness analysis framework that connects Structural Equation Modelling (SEM), Ordinary Least Squares (OLS), and Double Machine Learning (DML) for survey-based latent-construct research, demonstrated on a FinTech Digital Customer Intimacy survey model. The framework provides a reusable template for researchers to assess stability of findings across different estimation methods.

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