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20232026
most citedYou Only Forward Once: Prediction and Rationalization in A Single Forward Pass

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cs.HC2026

Measuring Cognitive Engagement in Collaborative Discourse with an Extended ICAP Framework: Comparing Human Annotation, In-Context Learning, and Reflective LLM Agents

Lan Anh Do, Hanling Jiang, Shuchin Aeron +1

Collaboration supports learning and problem-solving, but its effectiveness depends on cognitive engagement during discourse. This study applies an extended 7-point ICAP framework b…