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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
February 21st, 2025
MLGym:推动AI研究智能体发展的新框架与基准平台
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Deepak Nathani, Lovish Madaan, Nicholas Roberts, Nikolay Bashlykov, Ajay Menon, Vincent Moens, Amar Budhiraja, Despoina Magka, Vladislav Vorotilov, Gaurav Chaurasia, Dieuwke Hupkes, Ricardo Silveira Cabral, Tatiana Shavrina, Jakob Foerster, Yoram Bachrach, William Yang Wang, Roberta Raileanu
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Feb 20, 2025
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180
3
SigLIP 2:具备增强语义理解、定位能力与密集特征的多语言视觉-语言编码器
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
Michael Tschannen, Alexey Gritsenko, Xiao Wang, Muhammad Ferjad Naeem, Ibrahim Alabdulmohsin, Nikhil Parthasarathy, Talfan Evans, Lucas Beyer, Ye Xia, Basil Mustafa, Olivier Hénaff, Jeremiah Harmsen, Andreas Steiner, Xiaohua Zhai
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Feb 20, 2025
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130
7
超级GPQA:跨285个研究生学科扩展大语言模型评估
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
M-A-P Team, Xinrun Du, Yifan Yao, Kaijing Ma, Bingli Wang, Tianyu Zheng, Kang Zhu, Minghao Liu, Yiming Liang, Xiaolong Jin, Zhenlin Wei, Chujie Zheng, Kaixing Deng, Shuyue Guo, Shian Jia, Sichao Jiang, Yiyan Liao, Rui Li, Qinrui Li, Sirun Li, Yizhi Li, Yunwen Li, Dehua Ma, Yuansheng Ni, Haoran Que, Qiyao Wang, Zhoufutu Wen, Siwei Wu, Tianshun Xing, Ming Xu, Zhenzhu Yang, Zekun Moore Wang, Junting Zhou, Yuelin Bai, Xingyuan Bu, Chenglin Cai, Liang Chen, Yifan Chen, Chengtuo Cheng, Tianhao Cheng, Keyi Ding, Siming Huang, Yun Huang, Yaoru Li, Yizhe Li, Zhaoqun Li, Tianhao Liang, Chengdong Lin, Hongquan Lin, Yinghao Ma, Zhongyuan Peng, Zifan Peng, Qige Qi, Shi Qiu, Xingwei Qu, Yizhou Tan, Zili Wang, Chenqing Wang, Hao Wang, Yiya Wang, Yubo Wang, Jiajun Xu, Kexin Yang, Ruibin Yuan, Yuanhao Yue, Tianyang Zhan, Chun Zhang, Jingyang Zhang, Xiyue Zhang, Xingjian Zhang, Yue Zhang, Yongchi Zhao, Xiangyu Zheng, Chenghua Zhong, Yang Gao, Zhoujun Li, Dayiheng Liu, Qian Liu, Tianyu Liu, Shiwen Ni, Junran Peng, Yujia Qin, Wenbo Su, Guoyin Wang, Shi Wang, Jian Yang, Min Yang, Meng Cao, Xiang Yue, Zhaoxiang Zhang, Wangchunshu Zhou, Jiaheng Liu, Qunshu Lin, Wenhao Huang, Ge Zhang
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Feb 20, 2025
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97
10
在不损害大语言模型性能的前提下,LoRA适配器能承载多少知识?
How Much Knowledge Can You Pack into a LoRA Adapter without Harming LLM?
Sergey Pletenev, Maria Marina, Daniil Moskovskiy, Vasily Konovalov, Pavel Braslavski, Alexander Panchenko, Mikhail Salnikov
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Feb 20, 2025
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85
9
S*:代码生成中的测试时间缩放
S*: Test Time Scaling for Code Generation
Dacheng Li, Shiyi Cao, Chengkun Cao, Xiuyu Li, Shangyin Tan, Kurt Keutzer, Jiarong Xing, Joseph E. Gonzalez, Ion Stoica
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Feb 20, 2025
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60
3
逻辑强化学习:基于规则的强化学习释放大语言模型推理能力
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Tian Xie, Zitian Gao, Qingnan Ren, Haoming Luo, Yuqian Hong, Bryan Dai, Joey Zhou, Kai Qiu, Zhirong Wu, Chong Luo
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Feb 20, 2025
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45
5
利用强化学习发现高效轻量级量子纠错码
Discovering highly efficient low-weight quantum error-correcting codes with reinforcement learning
Austin Yubo He, Zi-Wen Liu
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Feb 20, 2025
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36
4
S^2R:通过强化学习引导大语言模型实现自我验证与自我修正
S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
Ruotian Ma, Peisong Wang, Cheng Liu, Xingyan Liu, Jiaqi Chen, Bang Zhang, Xin Zhou, Nan Du, Jia Li
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Feb 18, 2025
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28
2
时间是否占据一席之地?时序头机制:语言模型如何回忆特定时间信息
Does Time Have Its Place? Temporal Heads: Where Language Models Recall Time-specific Information
Yein Park, Chanwoong Yoon, Jungwoo Park, Minbyul Jeong, Jaewoo Kang
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Feb 20, 2025
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26
2
长文生成器-V:赋能视觉语言模型实现超长文本与高保真度生成
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
Shangqing Tu, Yucheng Wang, Daniel Zhang-Li, Yushi Bai, Jifan Yu, Yuhao Wu, Lei Hou, Huiqin Liu, Zhiyuan Liu, Bin Xu, Juanzi Li
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Feb 20, 2025
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24
2
PC-Agent:面向复杂任务自动化的层次化多智能体协作框架
PC-Agent: A Hierarchical Multi-Agent Collaboration Framework for Complex Task Automation on PC
Haowei Liu, Xi Zhang, Haiyang Xu, Yuyang Wanyan, Junyang Wang, Ming Yan, Ji Zhang, Chunfeng Yuan, Changsheng Xu, Weiming Hu, Fei Huang
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Feb 20, 2025
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20
3
基于单视频的动态概念个性化
Dynamic Concepts Personalization from Single Videos
Rameen Abdal, Or Patashnik, Ivan Skorokhodov, Willi Menapace, Aliaksandr Siarohin, Sergey Tulyakov, Daniel Cohen-Or, Kfir Aberman
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Feb 20, 2025
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16
2
如何让您的LLM生成用于评估的挑战性问题
How to Get Your LLM to Generate Challenging Problems for Evaluation
Arkil Patel, Siva Reddy, Dzmitry Bahdanau
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Feb 20, 2025
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16
2
LServe:基于统一稀疏注意力机制的高效长序列大语言模型服务
LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention
Shang Yang, Junxian Guo, Haotian Tang, Qinghao Hu, Guangxuan Xiao, Jiaming Tang, Yujun Lin, Zhijian Liu, Yao Lu, Song Han
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Feb 20, 2025
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13
2
通过代码引导的合成多模态数据生成扩展文本丰富图像理解
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
Yue Yang, Ajay Patel, Matt Deitke, Tanmay Gupta, Luca Weihs, Andrew Head, Mark Yatskar, Chris Callison-Burch, Ranjay Krishna, Aniruddha Kembhavi, Christopher Clark
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Feb 20, 2025
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13
2
RelaCtrl:面向扩散变换器的相关性引导高效控制
RelaCtrl: Relevance-Guided Efficient Control for Diffusion Transformers
Ke Cao, Jing Wang, Ao Ma, Jiasong Feng, Zhanjie Zhang, Xuanhua He, Shanyuan Liu, Bo Cheng, Dawei Leng, Yuhui Yin, Jie Zhang
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Feb 20, 2025
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12
2
从RAG到记忆:面向大语言模型的非参数化持续学习
From RAG to Memory: Non-Parametric Continual Learning for Large Language Models
Bernal Jiménez Gutiérrez, Yiheng Shu, Weijian Qi, Sizhe Zhou, Yu Su
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Feb 20, 2025
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11
2
AlphaMaze:通过GRPO增强大语言模型的空间智能
AlphaMaze: Enhancing Large Language Models' Spatial Intelligence via GRPO
Alan Dao, Dinh Bach Vu
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Feb 20, 2025
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11
2
NAVIG:基于视觉语言模型的自然语言引导图像地理定位分析
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization
Zheyuan Zhang, Runze Li, Tasnim Kabir, Jordan Boyd-Graber
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Feb 20, 2025
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11
2
CLIPPER:通过压缩实现长上下文合成数据生成
CLIPPER: Compression enables long-context synthetic data generation
Chau Minh Pham, Yapei Chang, Mohit Iyyer
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Feb 20, 2025
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7
2
多模态奖励基准:面向视觉语言模型奖励机制的综合评估
Multimodal RewardBench: Holistic Evaluation of Reward Models for Vision Language Models
Michihiro Yasunaga, Luke Zettlemoyer, Marjan Ghazvininejad
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Feb 20, 2025
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7
2
利用自合成数据提升多模态基础模型的认知能力与可解释性
Enhancing Cognition and Explainability of Multimodal Foundation Models with Self-Synthesized Data
Yucheng Shi, Quanzheng Li, Jin Sun, Xiang Li, Ninghao Liu
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Feb 19, 2025
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7
3
为数据科学模型生成天际线数据集
Generating Skyline Datasets for Data Science Models
Mengying Wang, Hanchao Ma, Yiyang Bian, Yangxin Fan, Yinghui Wu
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Feb 16, 2025
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7
2
基于大语言模型的用户画像管理在推荐系统中的应用
LLM-based User Profile Management for Recommender System
Seunghwan Bang, Hwanjun Song
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Feb 20, 2025
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5
2
利用STGG+结合主动学习生成π功能分子
Generating π-Functional Molecules Using STGG+ with Active Learning
Alexia Jolicoeur-Martineau, Yan Zhang, Boris Knyazev, Aristide Baratin, Cheng-Hao Liu
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Feb 20, 2025
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4
2
基于真实玩家游戏数据的地理定位:大规模数据集与类人推理框架
Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework
Zirui Song, Jingpu Yang, Yuan Huang, Jonathan Tonglet, Zeyu Zhang, Tao Cheng, Meng Fang, Iryna Gurevych, Xiuying Chen
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Feb 19, 2025
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4
2
长上下文查询聚焦摘要的非结构化证据归因
Unstructured Evidence Attribution for Long Context Query Focused Summarization
Dustin Wright, Zain Muhammad Mujahid, Lu Wang, Isabelle Augenstein, David Jurgens
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Feb 20, 2025
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3
2
对称视觉对比优化:以最少对比图像实现视觉-语言模型对齐
Symmetrical Visual Contrastive Optimization: Aligning Vision-Language Models with Minimal Contrastive Images
Shengguang Wu, Fan-Yun Sun, Kaiyue Wen, Nick Haber
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Feb 19, 2025
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3
2
大语言模型在不同语言中的幻觉程度如何?——关于大语言模型多语言幻觉的实地评估
How Much Do LLMs Hallucinate across Languages? On Multilingual Estimation of LLM Hallucination in the Wild
Saad Obaid ul Islam, Anne Lauscher, Goran Glavaš
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Feb 18, 2025
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3
2