interpretable-framework

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#interpretable-framework

EduBehaviors: Assertion-based Schemas for Auditable Coding of Educational Dialogues

arXiv cs.CL ↗ · 2026-09-24 Cached

This paper introduces EduBehaviors, an interpretable and scalable framework using large language models for annotating educational dialogues, evaluated on the TalkMoves dataset, and releases a toolkit for researchers.

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#interpretable-framework

DeMMO: Longitudinal and Cross-Disease Modelling of Digital Mobility Outcomes via Multi-Task Learning

arXiv cs.LG ↗ · 2026-08-27 Cached

DeMMO is an interpretable framework for longitudinal, multi-disease, and multi-outcome learning of digital mobility outcomes using multi-task learning, achieving improved prediction performance over baselines on the Mobilise-D dataset.

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