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cs.CL2026
Extracting Consumer Insight from Text: A Large Language Model Approach to Emotion and Evaluation Measurement
Stephan Ludwig, Peter J. Danaher, Xiaohao Yang +4
Accurately measuring consumer emotions and evaluations from unstructured text remains a core challenge for marketing research and practice. This study introduces the Linguistic eXt…
cs.LG2026
Next Generation Active Learning: Mixture of LLMs in the Loop
Yuanyuan Qi, Xiaohao Yang, Jueqing Lu +4
With the rapid advancement and strong generalization capabilities of large language models (LLMs), they have been increasingly incorporated into the active learning pipelines as an…