PaperPicks

发现各个领域的优质论文 · 基于arXiv分类体系

Computer Science (cs)

  • Attention Is All You Need
    Vaswani et al.
    Transformer架构的经典论文，革新了NLP领域。
    Read Paper
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
    Devlin et al.
    双向Transformer预训练模型，NLP里程碑。
    Read Paper

Mathematics (math)

  • The Proof of the Poincaré Conjecture
    Grigori Perelman
    庞加莱猜想的证明，拓扑学的重大突破。
    Read Paper
  • A New Polynomial-Time Algorithm for Linear Programming
    Narendra Karmarkar
    线性规划的内点法算法。
    Read Paper

Physics (physics)

  • Observation of Gravitational Waves from a Binary Black Hole Merger
    LIGO Scientific Collaboration
    首次直接探测到引力波，验证爱因斯坦广义相对论。
    Read Paper
  • Higgs Boson Discovery
    ATLAS Collaboration
    希格斯玻色子的发现，标准模型的关键验证。
    Read Paper

Biology (q-bio)

  • The Human Genome Project
    International Human Genome Sequencing Consortium
    人类基因组测序完成，生命科学里程碑。
    Read Paper
  • CRISPR-Cas9: A Versatile Tool for Genome Editing
    Jinek et al.
    CRISPR-Cas9基因编辑技术的开创性研究。
    Read Paper

Economics (econ)

  • The Market for 'Lemons': Quality Uncertainty and the Market Mechanism
    George Akerlof
    信息不对称理论，经济学经典论文。
    Read Paper
  • Behavioral Finance and the Psychology of Investing
    Kahneman & Tversky
    行为金融学奠基之作。
    Read Paper

Statistics (stat)

  • The Elements of Statistical Learning
    Trevor Hastie, Robert Tibshirani, Jerome Friedman
    机器学习和统计学习的经典教材。
    Read Paper
  • Bayesian Data Analysis
    Andrew Gelman et al.
    贝叶斯数据分析的权威指南。
    Read Paper