CAMPeN- A Novel Human-AI Collaborative Framework for Multi-Perspective Narrative Analytics and Braiding at Scale
Abstract
The project proposes a novel human-AI collaborative framework, called CAMPeN (Collaborative Analytics of Multi-Perspective Narratives), where the AI, given two narratives as input, will first extract sets of candidate clauses w.r.t. Overlap-Unique-Conflict criteria, separately, in a zeroshot fashion. Next, the user will actively verify clauses that were labeled with low confidence by the AI. Finally, the high-confidence-verified clauses will be braided together by the machine to construct the ultimate Overlap-Unique-Conflict style summary, which will be presented to the user.
Document Details
- Document Type
- DoD Grant Award
- Publication Date
- Mar 06, 2024
- Source ID
- FA95502310426
Entities
People
- Shubhra Kanti Karmaker Santu
Organizations
- Air Force Office of Scientific Research
- Auburn University
- United States Air Force