English

Classifying Peace in Global Media Using RAG and Intergroup Reciprocity

Information Retrieval 2025-04-11 v1

Abstract

This paper presents a novel approach to identifying insights of peace in global media using a Retrieval Augmented Generation (RAG) model and concepts of Positive and Negative Intergroup Reciprocity (PIR/NIR). By refining the definitions of PIR and NIR, we offer a more accurate and meaningful analysis of intergroup relations as represented in media articles. Our methodology provides insights into the dynamics that contribute to or detract from peace at a national level.

Cite

@article{arxiv.2410.13865,
  title  = {Classifying Peace in Global Media Using RAG and Intergroup Reciprocity},
  author = {K. Lian and L. S. Liebovitch and M. Wild and H. West and P. T. Coleman and F. Chen and E. Kimani and K. Sieck},
  journal= {arXiv preprint arXiv:2410.13865},
  year   = {2025}
}

Comments

6 pages, 1 figure

R2 v1 2026-06-28T19:26:21.633Z