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AI研究論文每日精選
每日精選AI研究論文及翻譯
January 9th, 2025
rStar-Math:小型LLM可以通過自我進化的深度思考掌握數學推理
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
Xinyu Guan, Li Lyna Zhang, Yifei Liu, Ning Shang, Youran Sun, Yi Zhu, Fan Yang, Mao Yang
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Jan 8, 2025
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231
36
邁向LLM中的系統2推理:學習如何透過元連貫思考。
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Violet Xiang, Charlie Snell, Kanishk Gandhi, Alon Albalak, Anikait Singh, Chase Blagden, Duy Phung, Rafael Rafailov, Nathan Lile, Dakota Mahan, Louis Castricato, Jan-Philipp Franken, Nick Haber, Chelsea Finn
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Jan 8, 2025
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83
2
智能體實驗室:以LLM智能體作為研究助理
Agent Laboratory: Using LLM Agents as Research Assistants
Samuel Schmidgall, Yusheng Su, Ze Wang, Ximeng Sun, Jialian Wu, Xiaodong Yu, Jiang Liu, Zicheng Liu, Emad Barsoum
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Jan 8, 2025
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77
6
URSA:理解和驗證多模式數學中的思維鏈推理
URSA: Understanding and Verifying Chain-of-thought Reasoning in Multimodal Mathematics
Ruilin Luo, Zhuofan Zheng, Yifan Wang, Yiyao Yu, Xinzhe Ni, Zicheng Lin, Jin Zeng, Yujiu Yang
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Jan 8, 2025
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48
3
LLM4SR:關於科學研究中大型語言模型的調查
LLM4SR: A Survey on Large Language Models for Scientific Research
Ziming Luo, Zonglin Yang, Zexin Xu, Wei Yang, Xinya Du
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Jan 8, 2025
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33
2
InfiGUIAgent:具備本地推理和反思能力的多模式通用 GUI 代理程式
InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
Yuhang Liu, Pengxiang Li, Zishu Wei, Congkai Xie, Xueyu Hu, Xinchen Xu, Shengyu Zhang, Xiaotian Han, Hongxia Yang, Fei Wu
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Jan 8, 2025
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22
2
GeAR:生成增強檢索
GeAR: Generation Augmented Retrieval
Haoyu Liu, Shaohan Huang, Jianfeng Liu, Yuefeng Zhan, Hao Sun, Weiwei Deng, Feng Sun, Furu Wei, Qi Zhang
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Jan 6, 2025
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22
2
Chirpy3D:用於創意3D鳥類生成的連續部分潛在特徵
Chirpy3D: Continuous Part Latents for Creative 3D Bird Generation
Kam Woh Ng, Jing Yang, Jia Wei Sii, Jiankang Deng, Chee Seng Chan, Yi-Zhe Song, Tao Xiang, Xiatian Zhu
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Jan 7, 2025
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17
3
SPAR3D:從單張圖像穩定地感知重建3D物體
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
Zixuan Huang, Mark Boss, Aaryaman Vasishta, James M. Rehg, Varun Jampani
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Jan 8, 2025
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16
5
DPO 核心:一種具語義感知、增強核心且豐富差異性的直接偏好優化範式
DPO Kernels: A Semantically-Aware, Kernel-Enhanced, and Divergence-Rich Paradigm for Direct Preference Optimization
Amitava Das, Suranjana Trivedy, Danush Khanna, Rajarshi Roy, Gurpreet Singh, Basab Ghosh, Yaswanth Narsupalli, Vinija Jain, Vasu Sharma, Aishwarya Naresh Reganti, Aman Chadha
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Jan 5, 2025
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11
2
多任務檢索器微調,用於特定領域和高效的RAG
Multi-task retriever fine-tuning for domain-specific and efficient RAG
Patrice Béchard, Orlando Marquez Ayala
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Jan 8, 2025
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10
2
EpiCoder:在程式碼生成中涵蓋多樣性和複雜性
EpiCoder: Encompassing Diversity and Complexity in Code Generation
Yaoxiang Wang, Haoling Li, Xin Zhang, Jie Wu, Xiao Liu, Wenxiang Hu, Zhongxin Guo, Yangyu Huang, Ying Xin, Yujiu Yang, Jinsong Su, Qi Chen, Scarlett Li
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Jan 8, 2025
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9
2