paper_type.json (280B)
1 { 2 "paper_type": "theoretical", 3 "reason": "Provides exact mathematical characterization of attention mechanisms, derives closed-form formulas for training/test error and spectral properties, and analyzes formal properties of gradient descent without experimental validation." 4 }