Summary of Pa-rag: Rag Alignment Via Multi-perspective Preference Optimization, by Jiayi Wu et al.
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimizationby Jiayi Wu, Hengyi Cai, Lingyong Yan, Hao Sun,…
PA-RAG: RAG Alignment via Multi-Perspective Preference Optimizationby Jiayi Wu, Hengyi Cai, Lingyong Yan, Hao Sun,…
Federated Learning and RAG Integration: A Scalable Approach for Medical Large Language Modelsby Jincheol Jung,…
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignmentby Zhuoran Jin, Hongbang Yuan,…
RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinementby Jinhao Jiang, Jiayi Chen, Junyi…
EXIT: Context-Aware Extractive Compression for Enhancing Retrieval-Augmented Generationby Taeho Hwang, Sukmin Cho, Soyeong Jeong, Hoyun…
What External Knowledge is Preferred by LLMs? Characterizing and Exploring Chain of Evidence in Imperfect…
BioRAGent: A Retrieval-Augmented Generation System for Showcasing Generative Query Expansion and Domain-Specific Search for Scientific…
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generationby Xiaoxi Li, Jiajie Jin,…
Agentic AI-Driven Technical Troubleshooting for Enterprise Systems: A Novel Weighted Retrieval-Augmented Generation Paradigmby Rajat KhandaFirst…
RAC3: Retrieval-Augmented Corner Case Comprehension for Autonomous Driving with Vision-Language Modelsby Yujin Wang, Quanfeng Liu,…