An LLM multi-modal system integrates topic modeling, transformer sentiment, and behavioral features to predict MOOC learner satisfaction more accurately than single-modality baselines.
Universal language model fine-tuning for text classifi- cation.ACL, 2018
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Predicting User Satisfaction in Online Education Platforms: A Large Language Model Based Multi-Modal Review Mining Framework
An LLM multi-modal system integrates topic modeling, transformer sentiment, and behavioral features to predict MOOC learner satisfaction more accurately than single-modality baselines.