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Grounded RAG Pipeline with Semantic Source Verification

Project LeadFarhan A.
CycleCycle 2026.1
Reproducibility StatusPublic Code Available

Objective & Abstract

Evaluating hallucination reduction rates using sentence-level attribution graphs on university academic regulations and syllabus documentation.

Investigated Methodologies

  • Sentence attribution graph
  • Vector cosine boundary thresholding
  • Semantic citation alignment

Datasets & Benchmarking Corpora

📊University Academic Regulations Corpus 2024-2026

All training and evaluation datasets undergo ethics audit and licensing compliance per AIAC Research Council standards.