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AI研究论文每日精选
每日精选AI研究论文及翻译
January 9th, 2025
rStar-Math:小型LLMs可以通过自我进化的深度思维掌握数学推理
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
迈向LLMs中的系统2推理:学习如何用元认知链思考
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
智能体实验室:将LLM智能体用作研究助手
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:理解和验证多模式数学中的思维链推理
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:大型语言模型在科学研究中的调查。
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:具有本地推理和反思能力的多模态通用GUI代理
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:生成增强检索
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:用于创意3D鸟类生成的连续部分潜变量
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:从单个图像稳定地感知重建3D物体
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:一种具有语义意识、增强核和丰富差异性的直接偏好优化范式
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
多任务检索器微调,用于领域特定和高效的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:在代码生成中涵盖多样性和复杂性
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