paper_type.json (316B)
1 { 2 "paper_type": "empirical", 3 "reason": "Runs controlled experiments manipulating training data distributional properties and measures their effects on in-context learning emergence across architectures, with quantitative results on how burstiness, class distribution, and dynamics drive emergent capabilities." 4 }