A Unified Framework to Enforce, Discover, and Promote Symmetry in Machine Learning (AI summary)
Samuel E. Otto, Nicholas Zolman, J. Nathan Kutz, Steven L. Brunton
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GPQA: A Graduate-Level Google-Proof Q&A Benchmark (AI summary)
David Rein, Betty Li Hou, Asa Cooper Stickland, Jackson Petty, Richard Yuanzhe Pang, Julien Dirani, Julian Michael, Samuel R. Bowman
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Gorilla: Large Language Model Connected with Massive APIs (AI summary)
Shishir G. Patil, Tianjun Zhang, Xin Wang, Joseph E. Gonzalez
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PromptBench: A Unified Library for Evaluation of Large Language Models (AI summary)
Kaijie Zhu, Qinlin Zhao, Hao Chen, Jindong Wang, Xing Xie
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GPT-4V(ision) is a Generalist Web Agent, if Grounded (AI summary)
Boyuan Zheng, Boyu Gou, Jihyung Kil, Huan Sun, Yu Su
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The Reversal Curse: LLMs trained on "A is B" fail to learn "B is A" (AI summary)
Lukas Berglund, Meg Tong, Max Kaufmann, Mikita Balesni, Asa Cooper Stickland, Tomasz Korbak, Owain Evans
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The Open DAC 2023 Dataset and Challenges for Sorbent Discovery in Direct Air Capture (AI summary)
Anuroop Sriram, Sihoon Choi, Xiaohan Yu, Logan M. Brabson, Abhishek Das, Zachary Ulissi, Matt Uyttendaele, Andrew J. Medford, David S. Sholl
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Instruct-Imagen: Image Generation with Multi-modal Instruction (AI summary)
Hexiang Hu, Kelvin C.K. Chan, Yu-Chuan Su, Wenhu Chen, Yandong Li, Kihyuk Sohn, Yang Zhao, Xue Ben, Boqing Gong, William Cohen, Ming-Wei Chang, Xuhui Jia
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CogAgent: A Visual Language Model for GUI Agents (AI summary)
Wenyi Hong, Weihan Wang, Qingsong Lv, Jiazheng Xu, Wenmeng Yu, Junhui Ji, Yan Wang, Zihan Wang, Yuxuan Zhang, Juanzi Li, Bin Xu, Yuxiao Dong, Ming Ding, Jie Tang
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Generative AI for Math: Part I -- MathPile: A Billion-Token-Scale Pretraining Corpus for Math (AI summary)
Zengzhi Wang, Rui Xia, Pengfei Liu
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