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2020

Transformer 代码笔记

•

Attention
Decoder
Encoder
Multi-Head Attention
NLP
Self-Attention
Transformer

Luong Attention 论文+代码笔记

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Attention
Luong Attention
NLP

Bahdanau Attention 论文笔记

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Attention
Bahdanau Attention
NLP

2019

Transformer 论文笔记

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Attention
NLP
Position-Encoding
Self-Attention
Transformer

Categories

Coding69
Feeling88
Thinking19

Music

Recents

《舞狮少年》观后——信念、文化与希望
Multitask Prompted Training Enables Zero-shot Task Generalization
虚拟网络指南
Pretrain, Prompt and Predict, A Systematic Survey of Prompting Methods in NLP
Data Augmentation Approaches in Natural Language Processing：A Survey

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AE AI ALBERT AR AUC Accuracy Activation Algorithm Array Arrow Attention Automatic Speech Processing Automation BERT BPE Backtracking Backward Bahdanau Attention Bart Bayes Beam Search Bert-Flow Bi-LSTM Biasing Binary Search Blending Bridge Business C CCG CFG CKY CNN CRF CS CYK Calculus Camera Catalan ChatBot Chi2 Chunking Classification Cognition Collaborative Filtering Collins Parser Computational Linguistics Computer Computer Science Confusing Labels Context-Free Grammars Contrastive-Learning Coordinate Ascent Cosine Cosine Similarity Cross Entropy Cross-brackets Ctrl Culture DA DB DNN DP Data Augmentation Data Clearing Data Enhancement Data Preprocess Data Science Data Structure Database DeBERTa Debiasing Decoder Decoding Deep DeepGraph DeepLearning Dependence Diary Disentangled Attention DistilBERT Distillation Django Docker Docker-Compose Dockerfile Dropout Dynamic-Mask EDA EMD ERNIE Economics Edit Distance Efficient-DeepLearning Elasticsearch Electra Elixir Ellipsis Embedding Embeddings Encoder Entropy Evaluation F1 FDW FSM Faith Feature Engineering Feature-based Few-Shot Fine-tuning Formal Grammars Forward Full-Text-Search Function Syntax Funk MF Funnel Transformer GBTD GELU GPT-2 GPU GRU GSG Gan Garden-path Git Glow Graceful Shutdown Gradient Descent Graph GraphQL Grid Grammar HMM Hard-SVM Hinge Loss Hope Host-only IE IQR Imbalance Data Industry Information Extraction Information Theory Isolation Forest ItemCF Jaccard Java Jax Job Jupyter KKT KS Kernel Kernel Function Kernel Method Keyword Knowledge Graph LM LOF LR LSTM Language Model Lexical Semantics Lexicalism Lexicalized CFG Lexicalized Grammars Linear Algebra Linear Sturcture Linked List LinkedList Linux Logistic Regression Lucene Luong Attention MEMM MF Machine Machine Learning Machine Translation Manacher Managemnt Markov Materialized Views Math Matplotlib Matrix Factorization Median Meta Learning Metric Minimum Edit Distance Minkowski Model Evaluation Module Multi-Head Attention Multitask Multiway Tree NAT NER NLG NLM NLP NLU NMT Naive Bayes Neo4j Network Ngram Normalizing Flow NumPy Numba Numpy Occupation Orientation P-R PCCG PCFG PEGASUS PPMI PTM PageRank Palindromic Pandarallel Pandas Partial Parsing Pearson Philosophy Phrase Structure Grammar Phrase Structure Grammars PoS Polars Pooling Position-Encoding Postgres Pragmatic Automatic Processing Pre-Trained Pre-Training Pre-training Precision Pretrain Pretrained Pretraining Probabilistic Grammar Probabilistic Model Promote Prompt ProtoBERT Pruning Psychology PyPI Python Quant Quantization Query Queue R-Drop RELU RFE RMSE RNN ROC RaspberryPi Raspberrypi Recall Recommendation Recursion Reformer Regex Regular Expression Reinforcement Learning Relationship Extraction Representation Reqular Expressions RoBERTa Rotated Sorted Array Rust SCFG SGD SMO SQL SRN SVD++ SVM Seaborn Search Segmentation Self-Attention Semantic Automatic Processing Semantic Similarity Senta Sentence Similarity Sentence-BERT Sentiment Classification SentimentAnalysis Siamese Sigmoid SimCSE Similarity Simon Simpson Paradox Skill Slide Smoothing Soft-SVM Softmax Sort Spell Check SqueezeBERT Stack Stacking Statistics Stirling StratifiedKFold String Style Substring Summarization Supertagging Swap System TF-IDF Tagging TanH TensorBay Tensorflow Test Text Classification Text Generation Text Normalization TextCNN TextRank Thought Transformer Transformer-XL Tree Treebank Tuning Tutorial Ubuntu UniLM Unity Operation Unix UserCF Vagrant Valence Vector Semantics Virtual Network VirtualBox Visualization Viterbi Vocabulary Learning Voting WOE Web Server Multithreaded Server Wide Word2vec Work XLNet Z-Score Zero-shot ZhouZhihua Zipf binning few-shot ffmpeg jpype knowledge Graph motion node2vec ssh str vlc

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