Outputs LLM-generated synthetic sentences (‘Scholar-in-the-loop’ In-Context-Learning approach) to simulate dimensions of LSC.

with historical sentences as input data and a ‘scholar-in-the-loop’ strategy to carefully construct demonstration examples for model training.