Classifying Peace in Global Media Using RAG and Intergroup Reciprocity
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arXiv
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| Main Authors: | , , , , , , , |
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| Format: | Preprint |
| Published: |
2024
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| _version_ | 1866908310610903040 |
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| author | Lian, K. Liebovitch, L. S. Wild, M. West, H. Coleman, P. T. Chen, F. Kimani, E. Sieck, K. |
| author_facet | Lian, K. Liebovitch, L. S. Wild, M. West, H. Coleman, P. T. Chen, F. Kimani, E. Sieck, K. |
| contents | 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. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_13865 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Classifying Peace in Global Media Using RAG and Intergroup Reciprocity Lian, K. Liebovitch, L. S. Wild, M. West, H. Coleman, P. T. Chen, F. Kimani, E. Sieck, K. Information Retrieval 68T05 I.2 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. |
| title | Classifying Peace in Global Media Using RAG and Intergroup Reciprocity |
| topic | Information Retrieval 68T05 I.2 |
| url | https://arxiv.org/abs/2410.13865 |