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Self-Play Preference Optimization for Language Model Alignment (AI summary)
Yue Wu, Zhiqing Sun, Huizhuo Yuan, Kaixuan Ji, Yiming Yang, Quanquan Gu
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Lessons from the Trenches on Reproducible Evaluation of Language Models (AI summary)
Stella Biderman, Hailey Schoelkopf, Lintang Sutawika, Leo Gao, Jonathan Tow, Baber Abbasi, Alham Fikri Aji, Pawan Sasanka Ammanamanchi, Sidney Black, Jordan Clive, Anthony DiPofi, Julen Etxaniz, Benjamin Fattori, Jessica Zosa Forde, Charles Foster, Mimansa Jaiswal, Wilson Y. Lee, Haonan Li, Charles Lovering, Niklas Muennighoff, Ellie Pavlick, Jason Phang, Aviya Skowron, Samson Tan, Xiangru Tang, Kevin A. Wang, Genta Indra Winata, François Yvon, Andy Zou
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Prometheus 2: An Open Source Language Model Specialized in Evaluating Other Language Models (AI summary)
Seungone Kim, Juyoung Suk, Shayne Longpre, Bill Yuchen Lin, Jamin Shin, Sean Welleck, Graham Neubig, Moontae Lee, Kyungjae Lee, Minjoon Seo
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CAT3D: Create Anything in 3D with Multi-View Diffusion Models (AI summary)
Ruiqi Gao, Aleksander Holynski, Philipp Henzler, Arthur Brussee, Ricardo Martin-Brualla, Pratul Srinivasan, Jonathan T. Barron, Ben Poole
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Layer-Condensed KV Cache for Efficient Inference of Large Language Models (AI summary)
Haoyi Wu, Kewei Tu
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RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing (AI summary)
Yucheng Hu, Yuxing Lu
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You Only Cache Once: Decoder-Decoder Architectures for Language Models (AI summary)
Yutao Sun, Li Dong, Yi Zhu, Shaohan Huang, Wenhui Wang, Shuming Ma, Quanlu Zhang, Jianyong Wang, Furu Wei
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How Far Are We From AGI (AI summary)
Tao Feng, Chuanyang Jin, Jingyu Liu, Kunlun Zhu, Haoqin Tu, Zirui Cheng, Guanyu Lin, Jiaxuan You
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When to Retrieve: Teaching LLMs to Utilize Information Retrieval Effectively (AI summary)
Tiziano Labruna, Jon Ander Campos, Gorka Azkune
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Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models (AI summary)
Zhangyue Yin, Qiushi Sun, Qipeng Guo, Zhiyuan Zeng, Xiaonan Li, Tianxiang Sun, Cheng Chang, Qinyuan Cheng, Ding Wang, Xiaofeng Mou, Xipeng Qiu, XuanJing Huang
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