LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations (AI summary)
Hadas Orgad, Michael Toker, Zorik Gekhman, Roi Reichart, Idan Szpektor, Hadas Kotek, Yonatan Belinkov
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Were RNNs All We Needed? (AI summary)
Leo Feng, Frederick Tung, Mohamed Osama Ahmed, Yoshua Bengio, Hossein Hajimirsadegh
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Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts (AI summary)
Ming Wang, Yuanzhong Liu, Xiaoyu Liang, Yijie Huang, Daling Wang, Xiaocui Yang, Sijia Shen, Shi Feng, Xiaoming Zhang, Chaofeng Guan, Yifei Zhang
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Small Language Models: Survey, Measurements, and Insights (AI summary)
Zhenyan Lu, Xiang Li, Dongqi Cai, Rongjie Yi, Fangming Liu, Xiwen Zhang, Nicholas D. Lane, Mengwei Xu
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Achieving Peak Performance for Large Language Models: A Systematic Review (AI summary)
Zhyar Rzgar K Rostam, Sándor Szénási, Gábor Kertész
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A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor? (AI summary)
Yunfei Xie, Juncheng Wu, Haoqin Tu, Siwei Yang, Bingchen Zhao, Yongshuo Zong, Qiao Jin, Cihang Xie, Yuyin Zhou
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Theory, Analysis, and Best Practices for Sigmoid Self-Attention (AI summary)
Jason Ramapuram, Federico Danieli, Eeshan Dhekane, Floris Weers, Dan Busbridge, Pierre Ablin, Tatiana Likhomanenko, Jagrit Digani, Zijin Gu, Amitis Shidani, Russ Webb
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Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely (AI summary)
Siyun Zhao, Yuqing Yang, Zilong Wang, Zhiyuan He, Luna K. Qiu, Lili Qiu
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Can Large Language Models Unlock Novel Scientific Research Ideas? (AI summary)
Sandeep Kumar, Tirthankar Ghosal, Vinayak Goyal, Asif Ekbal
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Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models (AI summary)
Tongxuan Liu, Wenjiang Xu, Weizhe Huang, Xingyu Wang, Jiaxing Wang, Hailong Yang, Jing Li
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