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Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
#BERT
#コサイン類似度
#Transformer
September 23, 2023
A Unified Architecture for Natural Language Processing: Deep Neural Networks with Multitask Learning(2008)
#マルチタスク学習
September 16, 2023
Transmission of Information(1927)
#情報量
September 9, 2023
RoBERTa: A Robustly Optimized BERT Pretraining Approach(2019)
#BERT
#Byte Pair Encoding
August 27, 2023
Go To Statement Considered Harmful(1968)
#Early Programming
August 26, 2023
Self-Attention with Relative Position Representations(2018)
#Attention
#Transformer
August 19, 2023
Self-Adjusting Binary Search Trees(1985)
#スプレー木
August 12, 2023
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer(2020)
#Transformer
August 5, 2023
Catalan Numbers(2016)
#カタラン数
July 29, 2023
Abstract Syntax Networks for Code Generation and Semantic Parsing
July 1, 2023
Fibonacchi Heaps and Their Uses in Improved Network Optimization Algorithms(1987)
June 24, 2023
Layer Normalization
#正規化
June 17, 2023
Universal Classes of Hash Functions(1977)
#Hash function
June 10, 2023
Unsupervised Cross-lingual Representation Learning at Scale(2020)
#言語モデル
#多言語言語モデル
June 3, 2023
A Majority Consensus Approach to Concurrency Control for Multiple Copy Databases(1979)
#分散システム
May 27, 2023
WORD TRANSLATION WITHOUT PARALLEL DATA(2018)
#Embedding
#機械翻訳
May 21, 2023
Skip Lists: A Probabilistic Alternative to Balanced Trees(1990)
#データ構造
May 6, 2023
AN IMAGE IS WORTH 16x16 WORDS: TRANSFORMERS FOR IMAGE RECOGNITION AT SCALE(2021)
#画像認識
#Transformer
April 29, 2023
Virtual Time and Global States of Distributed Systems(1988)
#分散システム
April 22, 2023
Generating Long Sequences with Sparse Transformers(2019)
#言語モデル
#Transformer
April 15, 2023
Storing a Sparse Table with O(1) Worst Case Access Time(1984)
#ハッシュテーブル
April 8, 2023
概要 Language Models are Unsupervised Mmultitask Learners(2018)
#言語モデル
April 1, 2023
Proving the Correctness of Multiprocess Programs (1977)
#分散システム
#形式手法
March 25, 2023
概要 Deep Reinforcement Learing from Human Preferences (2017)
#強化学習
March 20, 2023
AtCoder Regular Contest 049 B - 高橋ノルム君
#競技プログラミング
March 15, 2023
Your Coffee Shop Doesn't Use Two-Phase Commit(2005)
#分散システム
March 12, 2023
抄訳 Indexing by Latent Semantic Analysis (1990)
#潜在意味解析
March 4, 2023
ARIES: A Transaction Recovery Method Supporting Fine-Granularity Locking and Partial Rollbacks Using Write-Ahead Logging(1992)
#RDBMS
February 26, 2023
Scatter/Gather: A Cluster-based Approach to Browsing Large Document Collections(1992)
#クラスタリング
February 19, 2023
AtCoder Regular Contest 028 B 特別賞
February 19, 2023
Zookeeper: Wait-free coordination for Internet-scale systems (2010)
#Zookeeper
#分散システム
February 12, 2023
AtCoder Regular Contest 007 C - 節約生活
February 11, 2023
ARC 005C 器物損壊！高橋君
February 7, 2023
From RankNet to LambdaRank to LambdaMART: An Overview(2010)
#ランキング学習
February 3, 2023
Principles of Transaction-Oriented Database Recovery(1983)
#RDBMS
January 29, 2023
抄訳 Learning to Rank with Nonsmooth Cost Functions (2006)
January 23, 2023
Brewer's Conjecture and the Feasibility of Consistent, Available, Partition-Tolerant Web(2002)
#CAP定理
#分散システム
January 17, 2023
抄訳 Learning to Rank using Gradient Descent (2005)
#ランキング学習
January 7, 2023
抄訳 PROGRAMMING WITH ABSTRACT DATA TYPES (1974)
#抽象データ型
December 28, 2022
抄訳 A taxonomy of web search(2002)
#ウェブ検索
December 23, 2022
Epidemic Algorithm for Replicated Database Maintenance(1987)
#レプリケーション
#分散システム
December 19, 2022
抄訳 Syntactic Clustering of the Web(1997)
#文書間類似度
December 13, 2022
An Improved Data Stream Summary: The Count-Min Sketch and its Applications(2005)
#分散システム
December 7, 2022
抄訳 LOF: Identifying Density-Based Local Outliers(2000)
#異常検知
November 28, 2022
MillWheel: Fault-Tolerant Stream Processing at Internet Scale(2013)
#プログラミングモデル
#分散システム
November 23, 2022
抄訳 RUSBoost: A Hybrid Approach to Alleviating Class Imbalance(2010)
#Under sampling
November 13, 2022
抄訳 GraphChi: Large-Scale Graph Computation on Just a PC(2012)
#プログラミングモデル
November 12, 2022
抄訳 Popular Ensemble Methods: An Empirical Study(1999)
November 5, 2022
抄訳 DEFINING LIVENESS(1985)
October 29, 2022
抄訳 Borderline-SMOTE: A New Over-Sampling Method in Imbalanced Data Sets Learning(2005)
October 22, 2022
抄訳 Data Cube: A Relational Aggregation Operator Generalizing Group-By, Cross-Tab, and Sub-Totals(1997)
October 15, 2022
抄訳 ADASYN: Adaptive Synthetic Sampling Approach for Imbalanced Learning(2008)
September 11, 2022
抄訳 Sagas(1987)
September 4, 2022
抄訳 SMOTE: Synthetic Minority Over-sampling Technique(2002)
August 31, 2022
抄訳 Kafka: a Distributed Messaging System for Log Processing (2011)
August 22, 2022
抄訳 Pregel: A System for Large-Scale Graph Processing(2010)
August 19, 2022
Normalized Cuts and Image Segmentation (2000)
August 6, 2022
Understanding diagnostic tests3: receiver operating characteristic curves(2007)
August 6, 2022
抄訳 The Transaction Concept: Virtues and Limitations(1981)
July 30, 2022
On Spectral Clustering: Analysis and an algorithm
July 23, 2022
How to Make a Multiprocessor Computer That Correctly Executes Multiprocess Programs(1979)
July 16, 2022
A Min-max Cut Algorithm for Graph Partitioning and Data Clustering
July 9, 2022
Implementing Fault-Tolerant Services Using the State Machine Approach: A Tutorial
June 26, 2022
LEAST ANGLE REGRESSION
June 25, 2022
Consensus in the Presence of Patial Synchrony (1988)
June 18, 2022
Regression Shrinkage and Selection via the Lasso
June 12, 2022
C-Store: A Column-oriented DBMS(2005)
June 4, 2022
SIMPLS: an alternative approach to partial least squares regression
May 28, 2022
The WyCach Portfolio Management System(1992)
May 28, 2022
PLS-regression: a basic tool of chemometrics
May 21, 2022
Statistics and Causal Inference(1986)
May 14, 2022
A Family of Experiments on Test-Driven Development
April 29, 2022
SimCSE: Simple Contrastive Learning of Sentence Embeddings
April 29, 2022
Stochastic Gradient Boosting
April 23, 2022
LightGBM: A Highly Efficient Gradient Boosting Decision Tree
April 16, 2022
Adam: A Method for Stochastic Optimization
April 9, 2022
XGBoost: A Scalable Tree Boosting System
March 26, 2022
Classifier Chains for Multi-label Classification
March 22, 2022
Effective Multi-Label Active Learning for Text Classification
March 12, 2022
Pegasos: Primal Estimated sub-GrAdient SOlver for SVM
March 12, 2022
An Interior-Point Method for Large-Scale L1-Regularized Least Squares
March 5, 2022
Regularization Paths for Generalized Linear Models via Coordinate Descent
February 19, 2022
Using TF-IDF to Determine Word Relevance in Document Queries(2003)
February 19, 2022
An algorithm for suffix stripping (1980)
February 11, 2022
Bringing GNU Emacs to Native Code
January 30, 2022
Data Structure for Text Sequences
January 29, 2022
SEMI-SUPERVISED CLASSIFICATION WITH GRAPH CONVOLUTIONAL NETWORKS
January 21, 2022
Dynamic Routing Between Capsules (2017)
December 26, 2021
Hierarchical Attention Networks for Document Classification (2016)
December 26, 2021
Effective Approaches to Attention-based Neural Machine Translation (2015)
December 26, 2021
Deep Learning Based Text Classification: A Comprehensive Review (2020)
December 25, 2021
Monitoring Streams - A New Class of Data Management Applications (2002)
December 11, 2021
A Bridging Model for parallel Computation (1990)
December 11, 2021
Wait-Free Synchronization
November 27, 2021
Live Migration of Virtual Machines
November 20, 2021
A Critique of ANSI SQL Isolation Levels
November 13, 2021
An Overview of Data Warehousing and OLAP Technology
November 6, 2021
Managing Update Conflicts in Bayou, a Weakly Connected Replicated Storage System
November 6, 2021
The Many Faces of Publish/Subscribe (2003)
October 30, 2021
Dryad: Distributed Data-Parallel Programs from Sequential Building Blocks
October 23, 2021
The Chubby lock service for loosely-coupled distributed systems
October 16, 2021
Congestion Avoidance and Control
October 9, 2021
The Notion of Consistency and Predicate Locks in a Database System
October 2, 2021
Parallel Database Systems: The Future of High Performance Database Systems (1992)
September 25, 2021
Chain Replication for Supporting High Throughput and Availability
September 18, 2021
Implementing Remote Procedure Calls
September 11, 2021
Dremel: Interactive Analysis of Web-Scale Datasets
September 4, 2021
Is Rust Used Safely by Software Developers?
August 27, 2021
Design Tradeoffs for SSD Performance
August 23, 2021
Program Comprehension and Code Complexity Metrics: An fMRI Study
August 21, 2021
The UNIX Time-Sharing System
August 21, 2021
What helped, and what did not? An Evaluation of the Strategies to Improve Continuous Integration
August 20, 2021
Don't Do That! Hunting Down Visual Design Smells in Complex UIs against Design Guidelines
August 14, 2021
An Empirical Analysis of UI-based Flaky Tests
August 14, 2021
A Case Study of Onboarding in Software Teams: Tasks and Strategies
August 14, 2021
A Differential Testing Approach for Evaluating Abstract Syntax Tree Mapping Algorithms
August 14, 2021
“Ignorance and Prejudice” in Software Fairness
August 14, 2021
Time, Clocks, and the Ordering of Events in a Distributed System
#分散システム
August 14, 2021
The Dataflow Model: A Practical Approach to Balancing Correctness, Latency, and Cost in Massive-Scale, unbounded, Out-of-Order Data Processing
August 7, 2021
Playing Planning Poker in Crowds: Human Computation of Software Effort Estimates
August 6, 2021
The Byzantine Generals Problem
July 31, 2021
The Browsemaps: Collaborative Filtering at LinkedIn
July 22, 2021
Linearizability: A Correctness Condition for Concurrent Objects
July 17, 2021
END-TO-END ARGUMENTS IN SYSTEM DESIGN
July 10, 2021
A History and Evaluation of System R
July 3, 2021
beamerのスタイルファイル rei.sty
June 26, 2021
AtCoder Beginner Contest 206 D KAIBUNsyo
June 20, 2021
Consistent Hashing and Random Trees: Distributed Caching Protocols for Relieving Hot Spots on the World Wide Web
June 19, 2021
AtCoder Begineer Contest 051 D - Candidates of No Shortest Paths
June 14, 2021
AtCoder Beginner Contest 205 D - Kth Excluded
June 14, 2021
Windows Azure Storage: A Highly Available Cloud Storage Service with Strong Consistency
June 12, 2021
Thrift: Scalable Cross-Language Services Implementation
May 30, 2021
The End of an Architectural Era (It's Time for a Complete Rewrite)
May 29, 2021
Burst Tries: A Fast, Efficient Data Structure for String Keys
May 22, 2021
Suffix Arrays: A New Method for On-Line String Searches
May 16, 2021
論文メモ HyperDex: A Distribute, searchable Key-Value Store
May 7, 2021
論文メモ Integrating the UB-Tree into a Database System Kernel
April 29, 2021
論文メモ Designing Access Methods: The RUM Conjecture
April 26, 2021
論文メモ A comparison of Fractal Trees to Log-Structured Merge (LSM) Trees
April 19, 2021
論文メモ Fast Intersection Algorithms for Sorted Sequences
April 12, 2021
論文メモ The Log-Structured Merge-Tree (LSM-Tree)
April 3, 2021
論文メモ The Design and Implementation of a Log-Structured File System
March 29, 2021
論文メモ ARIES/IM: An Efficient and High Concurrency Index Management Method Using Write-Ahead Logging
March 21, 2021
論文メモ The Ubiquitous B-Tree
March 19, 2021
論文メモ Robust Random Cut Forest Based Anomaly Detection On Streams
March 12, 2021
論文メモ Organization and Maintenance of Large Ordered indexes
February 27, 2021
論文メモ Space/Time Trade-offs in Hash Coding with Allowable Errors
February 20, 2021
論文メモ Tree Indexing on Solid State Drives
February 15, 2021
論文メモ Isolation Forest
February 13, 2021
論文メモ TAO: Facebook's Distributed Data Store for the Social Graph
February 4, 2021
論文メモ The Daily Life of Software Engineers during the COVID-19 Pandemic
January 30, 2021
論文メモ Dapper, a Large-Scale Distributed Systems Tracing Infrastructure
January 23, 2021
論文メモ Convolutional 2D Knowledge Graph Embeddings
January 11, 2021
論文メモ Multiversion Concurrency Control - Theory and Algorithms
January 6, 2021
論文メモ Paxos Made Simple
December 31, 2020
論文メモ Impossibility of Distributed Consensus with One Faulty Process
December 18, 2020
論文メモ Availability in Globally Distributed Storage Systems
December 12, 2020
論文メモ What You Always Wanted to Know About Datalog
December 12, 2020
論文メモ Translating Embeddings for Modeling Multi-relational Data
December 5, 2020
論文メモ The Declarative Imperative
December 5, 2020
論文メモ Bigtable: A Distributed Storage System for Structured Data
November 30, 2020
論文メモ Aerospike: Architecture of a Real-Time Operational Database
November 28, 2020
論文メモ Spanner: Google's Globally Distributed Database
November 27, 2020
論文メモ A Relational Model of Data for Large Shared Data Banks
November 21, 2020
論文メモ On Designing and Deploying Internet-Scale Services
November 20, 2020
論文メモ Weighted Voting for Replicated Data
November 19, 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 13, 2020
論文メモ Dynamo: Amazon's Highly Available Key-value Store
November 6, 2020
論文メモ Zero-shot Word Sense Disambiguation using Sense Definition Embeddings
October 30, 2020
論文メモ Simple Testing Can Prevent Most Critical Failures
October 29, 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 16, 2020
論文メモ Software Development Waste
October 11, 2020
論文メモ End-to-end Neural Coreference Resolution
October 10, 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
October 2, 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 25, 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 18, 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 11, 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
September 4, 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 28, 2020
論文メモ Extensible Effects An Alternative to Monad Transformers
August 23, 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 21, 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 14, 2020
論文メモ An Empirical Study On Program Failures On Deep Learning Jobs
August 7, 2020
概要 Improving Language Understanding by Generative Pre-Training
#言語モデル
August 7, 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 31, 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 24, 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 17, 2020
論文メモ Recognizing Developers' Emotions while Programming
July 11, 2020
論文メモ Pytorch: An Imperative Style, High-Performance Deep Learning Library
July 11, 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
July 4, 2020
論文メモ ROUGE: A Package for Automatic Evaluation of Summaries
June 27, 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 20, 2020
論文メモ BLEU: a Method for Automatic Evaluation of Machine Translation
June 13, 2020
論文メモ Sequence to Sequence Learning with Nueral Networks
June 6, 2020
論文メモ Google's Neural Machine Transltation System: Bridging the Gap between Human and Machine Translation
May 30, 2020
論文メモ Zero-Shot Learning with Semantic Output Codes
May 23, 2020
論文メモ A STRUCTURED SELF-ATTENTIVE SENTENCE EMBEDDING
May 16, 2020
論文メモ Poincaré Embeddings for Learning Hierarchical Representations
May 9, 2020
論文 メモ Learning Joint Multilingual Sentence Representations with Neural Machine Translation
April 29, 2020
論文メモ ALBERT: A LITE BERT FOR SELF-SUPERVISED LEARNING OF LANGUAGE REPRESENTATIONS
April 25, 2020
論文メモ Random Walks in recommender Systems: Exact Computation and Simulations
April 18, 2020
論文メモ Domain Adversarial Training of Neural Networks
April 11, 2020
論文メモ Character-Aware Neural Language Models
April 4, 2020
論文メモ Deep contextualized word representations
March 24, 2020
論文メモ The Seven Sins: Security Smells in Infrastructure as Code Scripts
March 20, 2020
Semi-supervised Sequence Learning(2015)
#言語モデル
March 14, 2020
In Search of an Understandable Consensus Algorithm(2014)
#Raft
#分散システム
March 9, 2020
SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing
#SentencePiece
February 29, 2020
Latent Dirichlet Allocation(2003)
#トピックモデル
February 23, 2020
Unsupervised Pretraining for Sequence to Sequence Learning(2017)
#seq2seq
#Pretraining
February 16, 2020
Playing Atari with Deep Reinforcement Learning(2013)
#強化学習
February 9, 2020
context2vec: Learning Generic Context Embedding with Bidirectional LSTM (2016)
#Embedding
February 2, 2020
NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE(2015)
#機械翻訳
#Attention
February 1, 2020
Why Should I Trust You? Explaining the Predictions of Any Classifier
#説明可能なAI
January 26, 2020
Active Learning for Ranking through Expected Loss Optimization
#ランキング学習
#能動学習
January 19, 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 14, 2020
Unsupervised Models for Named Entity Classification(1999)
#NER
#教師なし学習
January 13, 2020
Multilabel Classification with Label Correlations and Missing Labels(2014)
#マルチラベル分類
January 6, 2020
Learning Deep Structured Semantic Models for Web Search using Clickthrough Data(2013)
#ランキング学習
January 4, 2020
Classification in the Presence of Label Noise: a Survey(2013)
#Label noise
#サーベイ論文
December 30, 2019
Distributed Representations of Sentences and Documents(2014)
#Embedding
December 28, 2019
GloVe: Global Vectors for Word Representation(2014)
#Embedding
December 21, 2019
BERT: Pre-training of Deep Bidirectional Transformers for Lnaguages Understaing(2018)
December 14, 2019
150 Successful Machine Learning Models: 6 Lessons Learned at Booking.com(2019)
#Empirical research
#MLOps
December 14, 2019
Ranking Relevance In Yahoo Search(2016)
#ランキング学習
December 7, 2019
A Dual Embedding Space Model for Document Ranking
#ランキング学習
#Embedding
November 30, 2019
論文メモ On Calibration of Modern Neural Networks(2017)
#Confidence calibration
November 23, 2019
概要 Trinary-Projection Trees for Approximate Nearest Neighbor Search(2012)
#Nearest neighbor
November 16, 2019
論文メモ Get Another Label? Improving Data Quality and Data Mining Using Multiple, Noisy Labelers(2018)
#Weak supervision
November 9, 2019
メモ ActiveClean: Interactive Data Cleaning For Statistical Modeling(2016)
#Weak supervision
November 9, 2019
概要 WebTables: Exploring the Power of Tables on the Web(2008)
#データ収集
October 31, 2019
メモ A Survey on Data Collection for Machine Learning(2018)
#サーベイ論文
#データ収集
October 26, 2019
概要 Structure estimation for discrete graphical models: Generalized covariance matrices and their inverses(2012)
#Weak supervision
October 19, 2019
概要 Feature Selection for Text Categorization on Imbalanced Data(2004)
#不均衡データ
#特徴選択
October 12, 2019
メモ Snorkel DryBell: A Case Study in Deploying Weak Supervision at Industrial Scale(2019)
#Weak supervision
October 5, 2019
メモ Training Complex Models with Multi-Task Weak Supervision(2018)
#Weak supervision
September 28, 2019
メモ Snorkel: Rapid Traning Data Creation with Weak Supervision (2020)
#Weak supervision
September 21, 2019
Software Engineering for Machine Learning: A Case Study
#Empirical research
September 14, 2019
メモ Class Imbalance, Redux(2012)
#不均衡データ
September 7, 2019
概要 Learning on the Border: Active Learning in Imbalanced Data Classification(2007)
#Active Learning
August 31, 2019
概要 Distilling the Knowledge in a Neural Network(2015)
#知識蒸留
August 24, 2019
FastXML: A Fast, Accurate and Stable Tree-classifier for eXtreme Multi-label Learning(2014)
#Extreme classification
August 24, 2019
メモ Advantages and Disadvantages of a Monolithic Repository(2018)
#バージョン管理システム
August 17, 2019
抄訳 CatBoost: unbaiased boosting with categorical features(2017)
#勾配ブースティング
August 10, 2019
抄訳 Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches(2019)
#推薦システム
August 10, 2019
概要 Gaussian Processes for Regression(1996)
#ガウス過程回帰
August 3, 2019
概要 Google Vizier: A Service for Black-Box Optimization(2017)
#ハイパーパラメータ探索
August 3, 2019
抄訳 Learning Active Learning from Data(2017)
#Active Learning
July 27, 2019
抄訳 TextRank: Bringing Order into Texts(2004)
#キーワード抽出
July 20, 2019
概要 Subword Regularization: Improving Neural Network Translation Models with Multiple Subword Candidates
#機械翻訳
#SentencePiece
July 17, 2019
Neural Machine Translation of Rare Words with Subword Units (2016)
#機械翻訳
#SentencePiece
July 13, 2019
The Annotated Transformer (2018)
#言語モデル
July 1, 2019
抄訳 Embedding Logical Queries on Knowledge Graphs(2018)
#Knowledge graph
February 17, 2019
抄訳 Regularizing and Optimizing LSTM Language Models(2017)
#言語モデル
November 23, 2018
抄訳 Deep Joint Entity Disambiguation with Local Neural Attention(2017)
#Entity disambiguation
November 9, 2018
抄訳 End-to-end Neural Entity Linking(2018)
#Entity linking
November 2, 2018
抄訳 DeepType: Multilingual Entity Linking by Neural Type System Evolution(2018)
#Entity linking
October 26, 2018
メモ Conditional Random Fields: Probabilistic Models for Segmenting and Labeling Sequence Data
#CRF
October 12, 2018
抄訳 Bidirectional LSTM-CRF Models for Sequence Tagging(2015)
#系列ラベリング
October 5, 2018
抄訳 Contextual String Embeddings for Sequence Labeling(2018)
#Word embedding
#NER
September 28, 2018
メモ Universal Language Model Fine-tuning for Text Classification
#Fine tuning
September 14, 2018
メモ metapath2vec: Scalable Representation Learning for Heterogeneous Networks
#Graph embedding
September 7, 2018
Applying Deep Learning To Airbnb Search
#ランキング学習
August 31, 2018
メモ The Relationship Between Precision-Recall and ROC Curve
#分類の評価
August 25, 2018
メモ Enriching Word Vectors with Subword Information
#Word embedding
August 10, 2018
概要 When Do Changes Induce Fixes?
#バグ分析
August 3, 2018
要約 A Simple Semi-supervised Algorithm For Named Entity Recognition
#CRF
#NER
#半教師学習
July 17, 2018
要約 Applying Conditional Random Fields to Japanese Morphological Analysis
#形態素解析
July 17, 2018
概要 Text Classification from Labeled and Unlabeled Documents using EM
#文書分類
#半教師学習
July 8, 2018