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2019

CTRL 论文+代码+实践笔记

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NLP
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Transformer

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Coding48
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Thinking16

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AE AI ALBERT AR AUC Accuracy Activation Algorithm Array Attention Automatic Speech Processing BERT Backtracking Backward Bahdanau Attention Bart Bayes Bert Bert-Flow Bi-LSTM Binary Search Blending Business C CNN CRF Calculus Catalan ChatBot Chi2 Classification Cognition Collaborative Filtering Computational Linguistics Computer Computer Science Confusing Labels Coordinate Ascent Cosine Cosine Similarity Ctrl DB DP Data Clearing Data Preprocess Data Science Data Structure Database DeBERTa Decoder Deep DeepGraph DeepLearning Dependence Diary Disentangled Attention DistilBERT Django Dynamic-Mask EDA EMD ERNIE Economics Elasticsearch Electra Elixir Embedding Encoder Entropy Evaluation FDW FSM Feature Engineering Feature-based Few-Shot Fine-tuning Forward Full-Text-Search Function Syntax Funk MF Funnel Transformer GBTD GELU GPT-2 GPU GSG Gan Glow Graph GraphQL Grid Grammar HMM Hard-SVM Hinge Loss IQR Imbalance Data Industry Information Theory Isolation Forest ItemCF Jaccard Job KKT KS Kernel Kernel Function Kernel Method Keyword Knowledge Graph LOF LR Language Model Lexicalism Linear Algebra Linear Sturcture Linked List LinkedList Lucene Luong Attention MF Machine Machine Learning Machine Translation Manacher Managemnt Markov Materialized Views Math Matplotlib Matrix Factorization Median Metric Minimum Edit Distance Minkowski Model Evaluation Module Multi-Head Attention Multiway Tree NER NLG NLM NLP NLU Neo4j Ngram Normalizing Flow NumPy Occupation Orientation P-R PEGASUS PageRank Palindromic Pandas Pearson Philosophy Phrase Structure Grammar Pooling Position-Encoding Postgres Pragmatic Automatic Processing Pre-training Precision Pretraining Probabilistic Grammar Probabilistic Model Psychology PyPI Python Quant Query Queue RELU RFE RMSE ROC Recall Recommendation Recursion Reformer Regex Regular Expression Reinforcement Learning Relationship Extraction Representation RoBERTa Rotated Sorted Array SMO SQL SVD++ SVM Seaborn Search Self-Attention Semantic Automatic Processing Semantic Similarity Sentence Similarity Sentence-BERT Siamese Sigmoid Similarity Simon Simpson Paradox Skill Slide Smoothing Soft-SVM Softmax Sort Spell Check SqueezeBERT Stack Stacking Statistics Stirling StratifiedKFold String Style Substring Summarization Swap System TanH Text Generation TextRank Thought Transformer Transformer-XL Tree Tuning Ubuntu Unity Operation UserCF Vagrant Valence VirtualBox Visualization Viterbi Voting WOE Wide Work XLNet Z-Score ZhouZhihua Zipf binning knowledge Graph node2vec ssh

Recents

AI 工程师养成记（上）
SqueezeBERT 论文笔记
从 Sentence-BERT 谈句子表征
Bert-Flow 论文笔记
NLP 表征的历史与未来

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