Research Paper (PDF / Text)

Document Preprocesing (PDF Parsing & Cleaning)

Section Segmentation Module (Abstract, Method, Results)

Multi-Agent Transformer Layer Structure Agent (BERT) Method Agent (Long-T5) Results Agent (BART) Critique Agent (RoBERTa)

Coordinator Agent (Agent Output Aggregation)

Structured & Explainable Output • Section-wise Summary • Extracted Methodology • Key Results • Limitations & Future Work

Evaluation Module • ROUGE, Ablation, Human Eval