AI RESEARCH
Enhancing Structural Mapping with LLM-derived Abstractions for Analogical Reasoning in Narratives
arXiv CS.AI
•
ArXi:2603.29997v1 Announce Type: cross Analogical reasoning is a key driver of human generalization in problem-solving and argumentation. Yet, analogies between narrative structures remain challenging for machines. Cognitive engines for structural mapping are not directly applicable, as they assume pre-extracted entities, whereas LLMs' performance is sensitive to prompt format and the degree of surface similarity between narratives.