A human-reviewed AI-in-the-loop system in cMOOCs selectively improves social presence and higher-order cognitive presence via reciprocal interaction and adaptive roles rather than AI co-presence.
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LLMs generate 5P causal graphs from 46 psychotherapy intake transcripts that match human expert graphs in structure and meaning, with moderate clinical usefulness ratings.
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Designing Human-GenAI Interaction for cMOOC Discussion Facilitation: Effects of a Collaborative AI-in-the-Loop Workflow on Social and Cognitive Presence
A human-reviewed AI-in-the-loop system in cMOOCs selectively improves social presence and higher-order cognitive presence via reciprocal interaction and adaptive roles rather than AI co-presence.
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InsightFlow: LLM-Driven Synthesis of Patient Narratives for Mental Health into Causal Models
LLMs generate 5P causal graphs from 46 psychotherapy intake transcripts that match human expert graphs in structure and meaning, with moderate clinical usefulness ratings.