RAG Papers
Tổng hợp các paper nổi bật về Retrieval-Augmented Generation (RAG) theo từng lĩnh vực chuyên biệt.
💰 Tài chính
- Retrieval Augmented Generation (RAG) for Fintech: Agentic Design and Evaluation — arXiv 2510.25518, 2025
- MultiFinRAG: Multi-modal RAG for Financial Documents — The Visual Computer, 2025
- Agentic RAG for Financial QA: A SingleStore Approach — IEEE, 2025
🏥 Y tế
- Retrieval-Augmented Generation in Medicine: A Scoping Review — arXiv 2511.05901, 2025
- Medical Graph RAG (MedGraphRAG) — ACL 2025
- QCEA: Query-Conditioned Evidence Alignment for Medical RAG — 2025
- Claim-Selective Certification for Medical RAG — 2025
⚖️ Pháp luật
- Legal-DC: Benchmarking RAG for Legal Documents — arXiv 2603.11772, 2026
- LexRAG: Benchmarking RAG in Multi-Turn Legal Consultation — arXiv 2502.20640, 2025
- LegalBench-RAG: A Benchmark for RAG in the Legal Domain — arXiv 2408.10343, 2024
- ClaimRAG-LAW: Claim-Level Benchmark for Legal RAG — 2025
🌾 Nông nghiệp
- AgroLLM: Connecting Farmers through LLMs — arXiv 2503.04788, 2025
- AgriHubi: Domain-Adapted RAG for Finnish Agriculture — arXiv 2602.02208, 2026
- TARAG: Time-Aware RAG for Agriculture — Computers and Electronics in Agriculture, 2026
- Domain-Specific vs. General Purpose LLMs in Agriculture (Survey) — University of Southern Mindanao, 2025
🎓 Giáo dục
- Hybrid ICL + RAG for Automatic Question Generation in Education — ACM FIRE, 2025
- Dialogical Learning Support in RAG-Based E-Learning — MDPI Information, 2026
🔭 Thiên văn
- CosmoPaperQA: Evaluating RAG Agents for Astrophysics — ICML 2025
- AstroRAG: PageRank-Based RAG for Astronomy QA — arXiv 2605.25039, IEEE CAI 2026
- RAG in Physics and Astronomy Instruction — ICRC 2025
🔒 An ninh mạng
- From Detection to Response: DL and RAG for Network Intrusion Mitigation — arXiv 2605.17960, 2026
🏭 Kỹ thuật & Sản xuất
- ManuRAG: Multi-modal RAG for Manufacturing QA — arXiv 2601.15434, 2026
- EngiAI: Multi-Agent Framework for Engineering Design — arXiv 2605.19743, 2026
- FAB-Bench: Adaptive RAG Benchmarking in Semiconductor Manufacturing — arXiv, May 2026
- RAG for Manufacturing Quality Control — Politecnico di Torino, 2025
- RAG for Automotive Technical Documentation — Gan et al., 2026