This research introduces a pipeline framework that helps social science researchers analyze complex scientific documents without machine learning expertise.

• Addresses the challenge of comprehending long scientific texts with dense knowledge
• Enables zero-shot question answering on complex documents without specialized training
• Creates a more accessible research environment for social scientists
• Bridges the gap between advanced NLP capabilities and practical research applications

Educational Impact: By democratizing access to scientific document analysis, this framework supports educational researchers in efficiently analyzing complex materials, accelerating discoveries in social psychology and related fields.

Zero-Shot Complex Question-Answering on Long Scientific Documents