Policy Improvement using Language Policy Improvement using Language Feedback Models (AI summary)
Victor Zhong, Dipendra Misra, Xingdi Yuan, Marc-Alexandre Côté
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Scaling Laws for Fine-Grained Mixture of Experts (AI summary)
Jakub Krajewski, Jan Ludziejewski, Kamil Adamczewski, Maciej Pióro, Michał Krutul, Szymon Antoniak, Kamil Ciebiera, Krystian Król, Tomasz Odrzygóźdź, Piotr Sankowski, Marek Cygan, Sebastian Jaszczur
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Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping (AI summary)
Haoyu Wang, Guozheng Ma, Ziqiao Meng, Zeyu Qin, Li Shen, Zhong Zhang, Bingzhe Wu, Liu Liu, Yatao Bian, Tingyang Xu, Xueqian Wang, Peilin Zhao
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ODIN: Disentangled Reward Mitigates Hacking in RLHF (AI summary)
Lichang Chen, Chen Zhu, Davit Soselia, Jiuhai Chen, Tianyi Zhou, Tom Goldstein, Heng Huang, Mohammad Shoeybi, Bryan Catanzaro
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Direct Language Model Alignment from Direct Language Model Alignment from Online AI Feedback (AI summary)
Shangmin Guo, Biao Zhang, Tianlin Liu, Tianqi Liu, Misha Khalman, Felipe Llinares, Alexandre Rame, Thomas Mesnard, Yao Zhao, Bilal Piot, Johan Ferret, Mathieu Blondel
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Scaling Laws for Downstream Task Performance of Large Language Models (AI summary)
Berivan Isik, Natalia Ponomareva, Hussein Hazimeh, Dimitris Paparas, Sergei Vassilvitskii, Sanmi Koyejo
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MOMENT: A Family of Open Time-series Foundation Models (AI summary)
Mononito Goswami, Konrad Szafer, Arjun Choudhry, Yifu Cai, Shuo Li, Artur Dubrawski
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MobileVLM V2: Faster and Stronger Baseline for Vision Language Model (AI summary)
Xiangxiang Chu, Limeng Qiao, Xinyu Zhang, Shuang Xu, Fei Wei, Yang Yang, Xiaofei Sun, Yiming Hu, Xinyang Lin, Bo Zhang, Chunhua Shen
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Vision Superalignment: Weak-to-Strong Generalization for Vision Foundation Models (AI summary)
Jianyuan Guo, Hanting Chen, Chengcheng Wang, Kai Han, Chang Xu, Yunhe Wang
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LiPO: Listwise Preference Optimization through Learning-to-Rank (AI summary)
Tianqi Liu, Zhen Qin, Junru Wu, Jiaming Shen, Misha Khalman, Rishabh Joshi, Yao Zhao, Mohammad Saleh, Simon Baumgartner, Jialu Liu, Peter J. Liu, Xuanhui Wang
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