Self-Discover: Large Language Models Self-Compose Reasoning Structures (AI summary)
Pei Zhou, Jay Pujara, Xiang Ren, Xinyun Chen, Heng-Tze Cheng, Quoc V. Le, Ed H. Chi, Denny Zhou, Swaroop Mishra, Huaixiu Steven Zheng
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Red Teaming Visual Language Models (AI summary)
Mukai Li, Lei Li, Yuwei Yin, Masood Ahmed, Zhenguang Liu, Qi Liu
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Lumiere: A Space-Time Diffusion Model for Video Generation (AI summary)
Omer Bar-Tal, Hila Chefer, Omer Tov, Charles Herrmann, Roni Paiss, Shiran Zada, Ariel Ephrat, Junhwa Hur, Yuanzhen Li, Tomer Michaeli, Oliver Wang, Deqing Sun, Tali Dekel, Inbar Mosseri
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More Agents Is All You Need (AI summary)
Junyou Li, Qin Zhang, Yangbin Yu, Qiang Fu, Deheng Ye
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Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads (AI summary)
Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao
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AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents (AI summary)
Chang Ma, Junlei Zhang, Zhihao Zhu, Cheng Yang, Yujiu Yang, Yaohui Jin, Zhenzhong Lan, Lingpeng Kong, Junxian He
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Large Language Models as an Indirect Reasoner: Contrapositive and Contradiction for Automated Reasonin (AI summary)
Yanfang Zhang, Yiliu Sun, Yibing Zhan, Dapeng Tao, Dacheng Tao, Chen Gong
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Fine-grained Hallucination Detection and Editing for Language Models (AI summary)
Abhika Mishra, Akari Asai, Vidhisha Balachandran, Yizhong Wang, Graham Neubig, Yulia Tsvetkov, Hannaneh Hajishirzi
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ChatQA: Building GPT-4 Level Conversational QA Models (AI summary)
Zihan Liu, Wei Ping, Rajarshi Roy, Peng Xu, Chankyu Lee, Mohammad Shoeybi, Bryan Catanzaro
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A phase transition between positional and semantic learning in a solvable model of dot-product attention (AI summary)
Hugo Cui, Freya Behrens, Florent Krzakala, Lenka Zdeborová
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