Mixture of A Million Experts (AI summary)
Xu Owen He
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RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs (AI summary)
Yue Yu, Wei Ping, Zihan Liu, Boxin Wang, Jiaxuan You, Chao Zhang, Mohammad Shoeybi, Bryan Catanzaro
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AI Agents That Matter (AI summary)
Sayash Kapoor, Benedikt Stroebl, Zachary S. Siegel, Nitya Nadgir, Arvind Narayanan
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Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems (AI summary)
Philippe Laban, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu
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LLM See, LLM Do: Guiding Data Generation to Target Non-Differentiable Objectives (AI summary)
Luísa Shimabucoro, Sebastian Ruder, Julia Kreutzer, Marzieh Fadaee, Sara Hooker
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Adaptable Logical Control for Large Language Models (AI summary)
Honghua Zhang, Po-Nien Kung, Masahiro Yoshida, Guy Van den Broeck, Nanyun Peng
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Agentless: Demystifying LLM-based Software Engineering Agents (AI summary)
Chunqiu Steven Xia, Yinlin Deng, Soren Dunn, Lingming Zhang
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Self-Evaluation as a Defense Against Adversarial Attacks on LLMs (AI summary)
Hannah Brown, Leon Lin, Kenji Kawaguchi, Michael Shieh
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Scaling Synthetic Data Creation with 1,000,000,000 Personas (AI summary)
Xin Chan, Xiaoyang Wang, Dian Yu, Haitao Mi, Dong Yu
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Searching for Best Practices in Retrieval-Augmented Generation (AI summary)
Xiaohua Wang, Zhenghua Wang, Xuan Gao, Feiran Zhang, Yixin Wu, Zhibo Xu, Tianyuan Shi, Zhengyuan Wang, Shizheng Li, Qi Qian, Ruicheng Yin, Changze Lv, Xiaoqing Zheng, Xuanjing Huang
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