Beyond Topicality: A Conceptual Analysis of Societal Relevance and Its Application to Search Results and AI Responses
arXiv 2607.09264•48c18a4d44216a34fdf0a65c3af8a13f19eb05e25be14925931b3fa8fb2c36fe
CoT_distillationLLM_agentsPower_of_NoiseRAGRashomonLLMSCOReDXAIaccountabilityagent_societiescrowdsourcingdata_stewardshipethicsexplainabilitykeyword_extractionmisinformationmodel_evaluationplatform_manipulationrecommender_systemsretrieval_augmented_generationrobustnesssearch_enginessemantic_idssemantic_planningsocietal_relevancethematic_indexing
Paper metadata
- arXiv ID
- 2607.09264
- Version
- Not specified by this published record
- Category
- Computer Science — Information Retrieval (cs.IR)
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Evidence and limitations
- Source ID
- arxiv_cs_ir
- Record identifier
- 48c18a4d44216a34fdf0a65c3af8a13f19eb05e25be14925931b3fa8fb2c36fe
- Enrichment time
- 2026-07-13T08:52:23Z
- AI-assisted enrichment
- Yes
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