Medical Graph RAG: Towards Safe Medical Large Language Model via Graph Retrieval-Augmented Generation (AI summary)
Junde Wu, Jiayuan Zhu, Yunli Qi
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A Survey of NL2SQL with Large Language Models: Where are we, and where are we going? (AI summary)
Xinyu Liu, Shuyu Shen, Boyan Li, Peixian Ma, Runzhi Jiang, Yuyu Luo, Yuxin Zhang, Ju Fan, Guoliang Li, Nan Tang
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Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers (AI summary)
Zhenting Qi, Mingyuan Ma, Jiahang Xu, Li Lyna Zhang, Fan Yang, Mao Yang
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HybridRAG: Integrating Knowledge Graphs and Vector Retrieval Augmented Generation for Efficient Information Extraction (AI summary)
Bhaskarjit Sarmah, Benika Hall, Rohan Rao, Sunil Patel, Stefano Pasquali, Dhagash Mehta
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RAGChecker: A Fine-grained Framework for Diagnosing Retrieval-Augmented Generation (AI summary)
Dongyu Ru, Lin Qiu, Xiangkun Hu, Tianhang Zhang, Peng Shi, Shuaichen Chang, Cheng Jiayang, Cunxiang Wang, Shichao Sun, Huanyu Li, Zizhao Zhang, Binjie Wang, Jiarong Jiang, Tong He, Zhiguo Wang, Pengfei Liu, Yue Zhang, Zheng Zhang
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A Survey of Mamba (AI summary)
Haohao Qu, Liangbo Ning, Rui An, Wenqi Fan, Tyler Derr, Xin Xu, Qing Li
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EfficientRAG: Efficient Retriever for Multi-Hop Question Answering (AI summary)
Ziyuan Zhuang, Zhiyang Zhang, Sitao Cheng, Fangkai Yang, Jia Liu, Shujian Huang, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
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LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs (AI summary)
Yushi Bai, Jiajie Zhang, Xin Lv, Linzhi Zheng, Siqi Zhu, Lei Hou, Yuxiao Dong, Jie Tang, Juanzi Li
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RAGEval: Scenario Specific RAG Evaluation Dataset Generation Framework (AI summary)
Kunlun Zhu, Yifan Luo, Dingling Xu, Ruobing Wang, Shi Yu, Shuo Wang, Yukun Yan, Zhenghao Liu, Xu Han, Zhiyuan Liu, Maosong Sun
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The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery (AI summary)
Chris Lu, Cong Lu, Robert Tjarko Lange, Jakob Foerster, Jeff Clune, David Ha
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