Graph of Records: Boosting Retrieval Augmented Generation for Long-context Summarization with Graphsby Haozhen Zhang, Tao…
Application of NotebookLM, a Large Language Model with Retrieval-Augmented Generation, for Lung Cancer Stagingby Ryota…
STACKFEED: Structured Textual Actor-Critic Knowledge Base Editing with FeedBackby Naman Gupta, Shashank Kirtania, Priyanshu Gupta,…
Model-Based Privacy-Preserving Knowledge Transfer for Large Language Modelsby Zhaomin Wu, Jizhou Guo, Junyi Hou, Bingsheng…
Retrieval Instead of Fine-tuning: A Retrieval-based Parameter Ensemble for Zero-shot Learningby Pengfei Jin, Peng Shu,…
Toward General Instruction-Following Alignment for Retrieval-Augmented Generationby Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao,…
Synthetic Knowledge Ingestion: Towards Knowledge Refinement and Injection for Enhancing Large Language Modelsby Jiaxin Zhang,…
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented…
Astute RAG: Overcoming Imperfect Retrieval Augmentation and Knowledge Conflicts for Large Language Modelsby Fei Wang,…
Long-Context LLMs Meet RAG: Overcoming Challenges for Long Inputs in RAGby Bowen Jin, Jinsung Yoon,…