Ouyang, Jie
- A Survey on Knowledge-Oriented Retrieval-Augmented Generation
2025/03/11 by Mingyue Cheng, Yucong Luo, Cheng, Mingyue +21 · 9 citations
#cs.CL #cs.AI
- HoH: A Dynamic Benchmark for Evaluating the Impact of Outdated Information on Retrieval-Augmented Generation
2025/03/03 by Ouyang, Jie, Pan, Tingyue, Cheng, Mingyue +4 · 7 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Molar: Multimodal LLMs with Collaborative Filtering Alignment for Enhanced Sequential Recommendation
2024/12/24 by Yucong Luo, Luo, Yucong, Hao‐Li Zhang +10 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Semantic Web and Ontologies
- Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study
2024/09/03 by Shuo Yu, Yu, Shuo, Mingyue Cheng +8 · 4 citations
Computer Science · #Semantic Web and Ontologies #Information Retrieval and Search Behavior #Recommender Systems and Techniques
- Revisiting the Solution of Meta KDD Cup 2024: CRAG
2024/09/09 by Jie Ouyang, Ouyang, Jie, Yucong Luo +11 · 2 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Mathematics, Computing, and Information Processing
- am-ELO: A Stable Framework for Arena-based LLM Evaluation
2025/05/06 by Liu, Zirui, Li, Jiatong, Zhuang, Yan +5 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)