November 27, 2020 論文メモ Spanner: Google's Globally Distributed Database
November 21, 2020 論文メモ A Relational Model of Data for Large Shared Data Banks
November 20, 2020 論文メモ On Designing and Deploying Internet-Scale Services
November 19, 2020 論文メモ Weighted Voting for Replicated Data
November 13, 2020 論文メモ Amazon Aurora: Design Considerations for High Throughput Cloud-Native Relational Databases
November 13, 2020 論文メモ "One Size Fits All": An Idea Whose Time Has Come and Gone
November 6, 2020 論文メモ Dynamo: Amazon's Highly Available Key-value Store
October 30, 2020 論文メモ Zero-shot Word Sense Disambiguation using Sense Definition Embeddings
October 29, 2020 論文メモ Simple Testing Can Prevent Most Critical Failures
October 16, 2020 論文メモ From Diversity by Numbers to Diversity as Process
October 16, 2020 論文メモ End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF
October 16, 2020 論文メモ Becoming Agile: A Grounded Theory of Agile Transitions in Practice
October 11, 2020 論文メモ Software Development Waste
October 10, 2020 論文メモ End-to-end Neural Coreference Resolution
October 2, 2020 論文メモ Build it yourself! Homegrown Tools in a Large Software Company
October 2, 2020 論文メモ Universal Sentence Encoder
September 25, 2020 論文メモ How much Up-Front? A Grounded Theory of Agile Architecture
September 25, 2020 論文メモ Character-level Convolutional Networks for Text Classification
September 18, 2020 論文メモ What Makes A Great Software Engineer?
September 18, 2020 論文メモ Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
September 11, 2020 論文メモ Truth in Advertising: The Hidden Cost of Mobile Ads for Software Developers
September 11, 2020 論文メモ Skip-Thought Vectors
September 4, 2020 論文メモ Beyond Accuracy: Behavioral Testing of NLP Models with CHECKLIST
September 4, 2020 Why Good Developers Write Bad Code: An Observational Case Study of the Impacts of Organizational Factors on Software Quality
August 28, 2020 論文メモ A Comparative Study of Programming Lanugages in Rosetta Code
August 28, 2020 論文メモ SQuAD: 100,000+ Questions for Machine Comprehension of Text
August 23, 2020 論文メモ Extensible Effects An Alternative to Monad Transformers
August 21, 2020 論文メモ When and Why Your Code Starts to Smell Bad
August 21, 2020 論文メモ Extracting and Composing Robust Features with Denoising Autoencoders
August 14, 2020 論文メモ Statistical Errors in Software Engineering Experiments: A Preliminary Literature Review
August 14, 2020 論文メモ Semi Supervised Learning with Ladder Networks
August 7, 2020 論文メモ An Empirical Study On Program Failures On Deep Learning Jobs
August 7, 2020 論文メモ Improving Language Understanding by Generative Pre-Training
July 31, 2020 論文メモ A Tale from the Trenches: Cognitive Biases and Software Development
July 31, 2020 論文メモ Factorization Machines
July 24, 2020 Exploration of Technical Debt in Start-ups
July 24, 2020 論文メモ Deep Learning Recommendation Model for Personalization and Recoomendation Systems
July 17, 2020 論文メモ Explaining Pair Programming Session Dynamics from Knowledge Gaps
July 17, 2020 論文メモ Bag of Tricks for Efficient Text Classification
July 11, 2020 論文メモ Recognizing Developers' Emotions while Programming
July 11, 2020 論文メモ Pytorch: An Imperative Style, High-Performane Deep Learning Library
July 4, 2020 論文メモ Here We Go Again: Why Is It Difficult for Developers to Learn Another Programming Language?
July 4, 2020 論文メモ Automatic differentiation in Pytorch
June 27, 2020 論文メモ ROUGE: A Package for Automatic Evaluation of Summaries
June 20, 2020 論文メモ Do Developers Discover New Tools On The Toilet?
June 20, 2020 論文メモ A Neural Attention Model for Sentence Summarization
June 13, 2020 論文メモ BLEU: a Method for Automatic Evaluation of Machine Translation
June 6, 2020 論文メモ Sequence to Sequence Learning with Nueral Networks
May 30, 2020 論文メモ Google's Neural Machine Transltation System: Bridging the Gap between Human and Machine Translation
May 23, 2020 論文メモ Zero-Shot Learning with Semantic Output Codes
May 9, 2020 論文メモ Poincaré Embeddings for Learning Hierarchical Representations
April 29, 2020 論文 メモ Learning Joint Multilingual Sentence Representations with Neural Machine Translation
April 18, 2020 論文メモ Random Walks in recommender Systems: Exact Computation and Simulations
April 11, 2020 論文メモ Domain Adversarial Training of Neural Networks
April 4, 2020 論文メモ Character-Aware Neural Language Models
March 24, 2020 論文メモ Deep contextualized word representations
March 20, 2020 論文メモ The Seven Sins: Security Smells in Infrastructure as Code Scripts
March 14, 2020 論文メモ Semi-supervised Sequence Learning
March 9, 2020 論文メモ In Search of an Understandable Consensus Algorithm
February 29, 2020 論文メモ SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
February 23, 2020 論文メモ Latent Dirichlet Allocation
February 16, 2020 論文メモ Unsupervised Pretraining for Sequence to Sequence Learning
February 9, 2020 論文メモ Playing Atari with Deep Reinforcement Learning
February 2, 2020 論文メモ context2vec: Learning Generic Context Embedding with Bidirectional LSTM
January 26, 2020 論文メモ "Why Should I Trust You?" Explaining the Predictions of Any Classifier
January 19, 2020 論文メモ Active Learning for Ranking through Expected Loss Optimization
January 14, 2020 AtCoderに提出したコードをテストするためのDockerイメージ
January 13, 2020 論文メモ Unsupervised Models for Named Entity Classification
January 6, 2020 論文メモ Multilabel Classification with Label Correlations and Missing Labels
January 4, 2020 論文メモ Learning Deep Structured Semantic Models for Web Search using Clickthrough Data
December 30, 2019 論文メモ Classification in the Presence of Label Noise: a Survey
December 28, 2019 論文メモ Distributed Representations of Sentences and Documents
December 21, 2019 論文メモ GloVe: Global Vectors for Word Representation
December 14, 2019 論文メモ BERT: Pre-training of Deep Bidirectional Transformers for Lnaguages Understaing
December 14, 2019 論文メモ 150 Successful Machine Learning Models: 6 Lessons Learned at
December 7, 2019 論文メモ Ranking Relevance In Yahoo Search
November 30, 2019 論文メモ A Dual Embedding Space Model for Document Ranking
November 23, 2019 論文メモ On Calibration of Modern Neural Networks
November 16, 2019 論文メモ Trinary-Projection Trees for Approximate Nerest Neighbor Search
November 9, 2019 論文メモ Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers
November 9, 2019 メモ ActiveClean: Interactive Data Cleaning For Statistical Modeling
October 31, 2019 メモ WebTables: Exploring the Power of Tables on the Web
October 26, 2019 メモ A Survey on Data Collection for Machine Learning
October 19, 2019 メモ Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses
October 12, 2019 メモ Feature Selection for Text Categorization on Imbalanced Data
October 5, 2019 メモ Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale
September 28, 2019 メモ Training Complex Models with Multi-Task Weak Supervision
September 21, 2019 メモ Snorkel: Rapid Traning Data Creation with Weak Supervision
September 14, 2019 メモ Software Engineerng for Machine Learning: A Case Study
September 7, 2019 メモ Class Imbalance, Redux
August 31, 2019 メモ Learning on the Border: Active Learning in Imbalanced Data Classification
August 24, 2019 メモ Distilling the Knowledge in a Neural Network
August 24, 2019 メモ FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning
August 17, 2019 メモ Advantages and Disadvantages of a Monolithic Repository
August 10, 2019 メモ CatBoost: unbaiased boosting with categorical features
August 10, 2019 メモ Are We Really Making Much Progress? A Worring Analysis of Recent Neural Recomendation Approaches
August 3, 2019 メモ Gaussian Processes for Regression
August 3, 2019 概要 Google Vizier: A Service for Black-Box Optimization
July 27, 2019 概要 Learning Active Learning from Data
July 20, 2019 概要 TextRank: Bringing Order into Texts
July 17, 2019 概要 Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates
July 13, 2019 概要 Neural Machine Trasnslation of Rare Words with Subword Units
February 17, 2019 メモ Embedding Logical Queries on Knowledge Graphs
November 23, 2018 Regularizing and Optimizing LSTM Language Models
November 9, 2018 メモ Deep Joint Entity Disambiguation with Local Neural Attention
November 2, 2018 メモ End-to-end Neural Entity Linking
October 26, 2018 DeepType: Multilingual Entity Linking by Neural Type System Evolution(2018)
October 12, 2018 メモ Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
October 5, 2018 メモ Bidirectional LSTM-CRF Models for Sequence Tagging
September 28, 2018 メモ Contextual String Embeddings for Sequence Labeling
September 14, 2018 メモ Universal Language Model Fine-tuning for Text Classification
September 7, 2018 メモ metapath2vec: Scalable Representation Learning for Heterogeneous Networks
August 31, 2018 Applying Deep Learning To Airbnb Search
August 25, 2018 メモ The Relationship Between Precision-Recall and ROC Curve
August 10, 2018 メモ Enriching Word Vectors with Subword Information
August 3, 2018 概要 When Do Chagnes Induce Fixes?
July 17, 2018 要約 A Simple Semi-supervised Algorithm For Named Entity Recognition
July 17, 2018 要約 Applying Conditional Random Fields to Japanese Morphological Analysis
July 8, 2018 概要 Text Classification from Labeled and Unlabeled Documents using EM