Igniting Language Intelligence: The Hitchhiker's Guide From Chain-of-Thought Reasoning to Language Agents (AI summary)
Zhuosheng Zhang, Yao Yao, Aston Zhang, Xiangru Tang, Xinbei Ma, Zhiwei He, Yiming Wang, Mark Gerstein, Rui Wang, Gongshen Liu, Hai Zhao
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Solving Challenging Math Word Problems Using GPT-4 Code Interpreter with Code-based Self-Verification (AI summary)
Aojun Zhou, Ke Wang, Zimu Lu, Weikang Shi, Sichun Luo, Zipeng Qin, Shaoqing Lu, Anya Jia, Linqi Song, Mingjie Zhan, Hongsheng Li
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Future of Work Report, AI at Work (AI summary)
Graph of Thoughts: Solving Elaborate Problems with Large Language Models (AI Summary)
Maciej Besta, Nils Blach, Ales Kubicek, Robert Gerstenberger, Lukas Gianinazzi, Joanna Gajda, Tomasz Lehmann, Michał Podstawski, Hubert Niewiadomski, Piotr Nyczyk, Torsten Hoefler
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Bayesian Flow Networks (AI Summary)
Alex Graves, Rupesh Kumar Srivastava, Timothy Atkinson, Faustino Gomez
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Giraffe: Adventures in Expanding Context Lengths in LLMs (AI summary)
Arka Pal, Deep Karkhanis, Manley Roberts, Samuel Dooley, Arvind Sundararajan, Siddartha Naidu
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Code Llama: Open Foundation Models for Code (AI summary)
Baptiste Rozière, Jonas Gehring, Fabian Gloeckle, Sten Sootla, Itai Gat, Xiaoqing Ellen Tan, Yossi Adi, Jingyu Liu, Tal Remez, Jérémy Rapin, Artyom Kozhevnikov, Ivan Evtimov, Joanna Bitton, Manish Bhatt, Cristian Canton Ferrer, Aaron Grattafiori, Wenhan Xiong, Alexandre Défossez, Jade Copet, Faisal Azhar, Hugo Touvron, Louis Martin, Nicolas Usunier, Thomas Scialom, Gabriel Synnaeve
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ToolLLM: Facilitating Large Language Models to Master 16000+ Real-world APIs (AI Summary)
Yujia Qin, Shihao Liang, Yining Ye, Kunlun Zhu, Lan Yan, Yaxi Lu, Yankai Lin, Xin Cong, Xiangru Tang, Bill Qian, Sihan Zhao, Runchu Tian, Ruobing Xie, Jie Zhou, Mark Gerstein, Dahai Li, Zhiyuan Liu, Maosong Sun
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How Is ChatGPT's Behavior Changing over Time? (AI summary)
Lingjiao Chen, Matei Zaharia, James Zou
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Open Problems and Fundamental Limitations of Reinforcement Learning from Human Feedback (AI summary)
Stephen Casper, Xander Davies
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