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Papers

papers/読んだ論文リンク集

  • Out of One, Many: Using Language Models to Simulate Human Samples
  • Evaluating the Text-to-SQL Capabilities of Large Language Models
  • Ouyang, L., et al. (2022). Training language models to follow instructions with human feedback. Retrieved from http://arxiv.org/abs/2203.02155
  • Bayesian Methods for Media Mix Modeling with Carryover and Shape Effects
  • Playing Atari with Deep Reinforcement Learning
  • A Self-Attentive model for Knowledge Tracing
  • USING BIG DATA TO ESTIMATE CONSUMER SURPLUS: THE CASE OF UBER
  • Supervised Machine Learning Bot Detection Techniques to Identify Social Twitter Bots
  • 認知症者䛾発言䛿圧縮すると小さなサイズになる
  • Session-based Recommendations with Recurrent Neural Networks
  • Latent Factor Models and Aggregation Operators for Collaborative Filtering in Reciprocal Recommender Systems
  • Deep Multi-View Spatial-Temporal Network for Taxi Demand Prediction
  • BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
  • Customized Regression Model for Airbnb Dynamic Pricing
  • プロ野球来場者の飲食物購買行動に関する考察
  • Machine Learning: The High-Interest Credit Card of Technical Debt
  • 信用リスクモデルの評価方法に関する考察と比較
  • Deep Neural Networks as Gaussian Processes
  • 確率分布間の 距離推定 : 機械学習分野における最新動向
  • Uncertainty in Deep Learning
  • Image-to-Image Translation with Conditional Adversarial Networks
  • Hybrid Gradient Boosting Trees and Neural Networks for Forecasting Operating Room Data
  • Poincaré Embeddings for Learning Hierarchical Representations
  • DON’T DECAY THE LEARNING RATE, INCREASE THE BATCH SIZE
  • SWISH:A SELF-GATED ACTIVATIONFUNCTION
  • A Dirty Dozen: Twelve Common Metric Interpretation Pitfalls in Online Controlled Experiments, 2
  • Distilling the Knowledge in a Neural Network,2
  • Sibyl: A system for large scale supervised machine learning,2
  • All-but-the-Top: Simple and Effective Postprocessing for Word Representations
  • 潜在状態ネットワークに基づくソーシャルゲームユーザの行動抽出
  • Practical Lessons from Predicting Clicks on Ads at Facebook
  • Skip-Thought Vectors
  • Deep Embedding Network for Clustering
  • Auto-encoder Based Data Clustering
  • Convolutional Clustering for Unsupervised Learning
  • ニュースのテキスト情報から株価を予測する
  • Deep Photo Style Transfer
  • ニコニコ動画におけるスラングの感情極性辞書構築