paper_type.json (248B)
1 { 2 "paper_type": "empirical", 3 "reason": "Large-scale empirical study (1.89M predictions) evaluating in-context learning performance across LLMs and prompting strategies, with quantitative findings about ICL brittleness and task inconsistency." 4 }