๐ค AI Agent9 items
Latest AI agent research papers, analysis, and improvement insights
End-to-end security threats and defenses in retrieval-augmented LLM agents
RAG ๊ธฐ๋ฐ LLM ์์ด์ ํธ์ ๋ณด์ ์ํ๊ณผ ๋ฐฉ์ด ๊ธฐ๋ฒ์ ์ข ํฉ์ ์ผ๋ก ๋ถ์
AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents
์ฅ์๊ฐ ์คํ LLM Agent์ ๋ฉ๋ชจ๋ฆฌ ๊ด๋ฆฌ ๋ฐ ์ปจํ ์คํธ ๊ฒ์ ์ํคํ ์ฒ
Graph retrieval-augmented generation for enhancing LLM-based ML algorithm recommendation in product development
๋๋ฉ์ธ ํนํ GraphRAG๋ก ML ์๊ณ ๋ฆฌ์ฆ ์ถ์ฒ ์ ํ๋ ๊ฐ์
From social interaction graphs to knowledge graphs: enabling GraphRAG for LLM-based analysis of online conversations
GraphRAG๋ก ์์ ๋คํธ์ํฌ ๊ตฌ์กฐ ์ดํด์ ํ ๋ฃจ์๋ค์ด์ ๊ฐ์ ๋ฌ์ฑ
A Human-AI collaborative framework for public policy analysis: Fostering dual-chain synergy via LLM-augmented TRIZ
LLM๊ณผ TRIZ๋ฅผ ๊ฒฐํฉํ ๊ณต๊ณต์ ์ฑ ๋ถ์์ ์ธ๊ฐ-AI ํ์ ์์คํ
ALIMAย โ Ein RAG-basiertes System zur LLM-gestรผtzten Sacherschlieรung: Prototypentwicklung und erste Erfahrungen aus der Praxis
RAG ๊ธฐ๋ฐ LLM์ผ๋ก ๋์๊ด ๋ฉํ๋ฐ์ดํฐ ์๋ ์์ฑ ๋ฐ ๋ถ๋ฅ
Can LLM-driven synthetic participants help user research? A case study in designing augmented reality for education
LLM์ผ๋ก ํฉ์ฑ ์ฌ์ฉ์๋ฅผ ์๋ฎฌ๋ ์ด์ ํ๋ ์ฌ์ฉ์ ์ฐ๊ตฌ ๋ฐฉ๋ฒ๋ก
LLM-assisted screening method for large-scale transportation model calibration
Activity-Based Model ๋ณด์ ์ LLM ํ์ฉ์ผ๋ก ํ์ฅ์ฑ ๋ฐ ํจ์จ์ฑ ๊ฐ์
From black box to pedagogical partner: Studentsโ sense-making of LLM-based automated assessment
LLM ๊ธฐ๋ฐ ์๋ ํ๊ฐ ์์คํ ์ ๋ํ ํ์์ ์ค์ ๊ฒฝํ๊ณผ ์ ๋ขฐ๋ ์ฐ๊ตฌ