| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/CS224n笔记1 自然语言处理与深度学习简介.url |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/cs224n-2017-lecture1.docx |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/cs224n-2017-lecture1.pdf |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/cs224n-2017-notes1.pdf |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/cs229-cvxopt.pdf |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/cs229-linalg.pdf |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/cs229-prob.pdf |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/Lecture 1 Natural Language Processing with Deep Learning.mp4 |
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| CS224n Natural Language Processing with Deep Learning/01 Introduction to NLP and Deep Learning/Lecture 1 Natural Language Processing with Deep Learning.srt |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/5021-distributed-representations-of-words-and-phrases-and-their-compositionality.pdf |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/A SIMPLE BUT TOUGH-TO-BEAT BASELINE FOR SENTENCE EMBEDDINGS.pdf |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/CS224n笔记2 词的向量表示：word2vec.url |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/cs224n-2017-lecture2-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/cs224n-2017-lecture2.pdf |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/Efficient Estimation of Word Representations in Vector Space.pdf |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/Lecture 2 Word Vector Representations_ word2vec.mp4 |
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| CS224n Natural Language Processing with Deep Learning/02 Word Vector Representations word2vec/Lecture 2 Word Vector Representations_ word2vec.srt |
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| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/CS224n笔记3 高级词向量表示.url |
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| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/cs224n-2017-lecture3-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/cs224n-2017-lecture3.pdf |
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| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/cs224n-2017-notes2.pdf |
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| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/Evaluation methods for unsupervised word embeddings.pdf |
280 KB |
| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/glove.pdf |
2.5 MB |
| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/Improving Distributional Similarity with Lessons Learned from Word Embeddings.pdf |
284 KB |
| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/Lecture 3 GloVe_ Global Vectors for Word Representation.mp4 |
551.5 MB |
| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/Lecture 3 GloVe_ Global Vectors for Word Representation.srt |
113 KB |
| CS224n Natural Language Processing with Deep Learning/03 Advanced Word Vector Representations/Linear Algebraic Structure of Word Senses, with Applications to Polysemy.pdf |
662 KB |
| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/A Neural Probabilistic Language Model.pdf |
137 KB |
| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/backprop_old.pdf |
343 KB |
| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/CS224n笔记4 Word Window分类与神经网络.url |
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| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/cs224n-2017-lecture4.pdf |
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| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/cs224n-2017-notes3.pdf |
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| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/cs224n-2017-review-differential-calculus.pdf |
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| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/Lecture 4 Word Window Classification and Neural Networks.mp4 |
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| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/Lecture 4 Word Window Classification and Neural Networks.srt |
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| CS224n Natural Language Processing with Deep Learning/04 Word Window Classification and Neural Networks/Natural Language Processing (almost) from Scratch.pdf |
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| CS224n Natural Language Processing with Deep Learning/05 Backpropagation and Project Advice/A Primer on Neural Network Models for Natural Language Processing.pdf |
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| CS224n Natural Language Processing with Deep Learning/05 Backpropagation and Project Advice/Bag of Tricks for Efficient Text Classification.pdf |
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| CS224n Natural Language Processing with Deep Learning/05 Backpropagation and Project Advice/CS224n笔记5 反向传播与项目指导.url |
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| CS224n Natural Language Processing with Deep Learning/05 Backpropagation and Project Advice/cs224n-2017-lecture5-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/05 Backpropagation and Project Advice/cs224n-2017-lecture5.pdf |
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| CS224n Natural Language Processing with Deep Learning/05 Backpropagation and Project Advice/Lecture 5 Backpropagation and Project Advice.mp4 |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/(Synthesis Lectures on Human Language Technologies) Sandra Kubler, Ryan McDonald, Joakim Nivre, Graeme Hirst-Dependency parsing-Morgan and Claypool Publishers (2009).pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/CS224n笔记6 句法分析.url |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/cs224n-2017-lecture6-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/cs224n-2017-lecture6.pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/cs224n-2017-notes4.pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/Globally Normalized Transition-Based Neural Networks.pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/Improving Distributional Similarity with Lessons Learned from Word Embeddings.pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/Incrementality in Deterministic Dependency Parsing.pdf |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/Lecture 6 Dependency Parsing.mp4 |
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| CS224n Natural Language Processing with Deep Learning/06 Dependency Parsing/Universal Dependencies A cross-linguistic typology.pdf |
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| CS224n Natural Language Processing with Deep Learning/07 Introduction to TensorFlow/CS224n笔记7 TensorFlow入门.url |
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| CS224n Natural Language Processing with Deep Learning/07 Introduction to TensorFlow/cs224n-2017-lecture7-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/07 Introduction to TensorFlow/cs224n-2017-tensorflow.pdf |
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| CS224n Natural Language Processing with Deep Learning/07 Introduction to TensorFlow/Lecture 7 Introduction to TensorFlow.mp4 |
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| CS224n Natural Language Processing with Deep Learning/07 Introduction to TensorFlow/Visual Dialog.pdf |
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| CS224n Natural Language Processing with Deep Learning/08 Recurrent Neural Networks and Language Models/CS224n笔记8 RNN和语言模型.url |
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| CS224n Natural Language Processing with Deep Learning/08 Recurrent Neural Networks and Language Models/cs224n-2017-lecture8-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/08 Recurrent Neural Networks and Language Models/cs224n-2017-lecture8.pdf |
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| CS224n Natural Language Processing with Deep Learning/08 Recurrent Neural Networks and Language Models/Lecture 8 Recurrent Neural Networks and Language Models.mp4 |
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| CS224n Natural Language Processing with Deep Learning/08 Recurrent Neural Networks and Language Models/Structured Training for Neural Network Transition-Based Parsing.pdf |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/CS224n笔记9 机器翻译和高级LSTM及GRU.url |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/cs224n-2017-lecture9-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/cs224n-2017-lecture9.pdf |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/cs224n-2017-notes5.pdf |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/DATA NOISING AS SMOOTHING IN NEURAL NETWORK LANGUAGE MODELS.pdf |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/Exploring the Limits of Language Modeling.pdf |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/Lecture 9 Machine Translation and Advanced Recurrent LSTMs and GRUs.mp4 |
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| CS224n Natural Language Processing with Deep Learning/09 Machine translation and advanced recurrent LSTMs and GRUs/SUBWORD LANGUAGE MODELING WITH NEURAL NETWORKS.pdf |
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| CS224n Natural Language Processing with Deep Learning/10 Neural Machine Translation and Models with Attention/CS224n笔记10 NMT与Attention.url |
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| CS224n Natural Language Processing with Deep Learning/10 Neural Machine Translation and Models with Attention/Google’s Multilingual Neural Machine Translation System- Enabling Zero-Shot Translation.pdf |
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| CS224n Natural Language Processing with Deep Learning/10 Neural Machine Translation and Models with Attention/Lecture 10 Neural Machine Translation and Models with Attention.mp4 |
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| CS224n Natural Language Processing with Deep Learning/10 Neural Machine Translation and Models with Attention/NEURAL MACHINE TRANSLATION BY JOINTLY LEARNING TO ALIGN AND TRANSLATE.pdf |
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| CS224n Natural Language Processing with Deep Learning/10 Neural Machine Translation and Models with Attention/Sequence to Sequence Learning with Neural Networks.pdf |
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| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/Achieving Open Vocabulary Neural Machine Translation with Hybrid Word-Character Models.pdf |
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| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/CS224n笔记11 GRU和NMT的进一步话题.url |
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| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/Lecture 11 Gated Recurrent Units and Further Topics in NMT.mp4 |
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| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/Lip Reading Sentences in the Wild.pdf |
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| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/Neural Machine Translation of Rare Words with Subword Units.pdf |
189 KB |
| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/On Using Very Large Target Vocabulary for Neural Machine Translation.pdf |
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| CS224n Natural Language Processing with Deep Learning/11 Gated recurrent units and further topics in NMT/Pointing the Unknown Words.pdf |
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| CS224n Natural Language Processing with Deep Learning/12 End-to-end models for Speech Processing/CS224n笔记12 语音识别的end-to-end模型.url |
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| CS224n Natural Language Processing with Deep Learning/12 End-to-end models for Speech Processing/cs224n-2017-lecture12.pdf |
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| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/A Convolutional Neural Network for Modelling Sentences.pdf |
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| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/Character-Aware Neural Language Models.pdf |
469 KB |
| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/Convolutional Neural Networks for Sentence Classification.pdf |
176 KB |
| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/CS224n笔记13 卷积神经网络.url |
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| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/cs224n-2017-lecture13-CNNs.pdf |
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| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/Lecture 13 Convolutional Neural Networks.mp4 |
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| CS224n Natural Language Processing with Deep Learning/13 Convolutional Neural Networks/Lecture 13 Convolutional Neural Networks.srt |
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| CS224n Natural Language Processing with Deep Learning/14 Tree Recursive Neural Networks and Constituency Parsing/CS224n笔记14 Tree RNN与短语句法分析.url |
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| CS224n Natural Language Processing with Deep Learning/14 Tree Recursive Neural Networks and Constituency Parsing/Deep Reinforcement Learning for Dialogue Generation.pdf |
5 MB |
| CS224n Natural Language Processing with Deep Learning/14 Tree Recursive Neural Networks and Constituency Parsing/Improved Semantic Representations From Tree-Structured Long Short-Term Memory Networks.pdf |
412 KB |
| CS224n Natural Language Processing with Deep Learning/14 Tree Recursive Neural Networks and Constituency Parsing/Lecture 14- Tree Recursive Neural Networks and Constituency Parsing.mp4 |
350.5 MB |
| CS224n Natural Language Processing with Deep Learning/14 Tree Recursive Neural Networks and Constituency Parsing/Parsing with Compositional Vector Grammars.pdf |
549 KB |
| CS224n Natural Language Processing with Deep Learning/14 Tree Recursive Neural Networks and Constituency Parsing/Recursive Deep Models for Semantic Compositionality Over a Sentiment Treebank.pdf |
1.2 MB |
| CS224n Natural Language Processing with Deep Learning/15 Coreference Resolution/CS224n笔记15 指代消解.url |
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| CS224n Natural Language Processing with Deep Learning/15 Coreference Resolution/cs224n-2017-lecture15.pdf |
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| CS224n Natural Language Processing with Deep Learning/15 Coreference Resolution/Easy Victories and Uphill Battles in Coreference Resolution.pdf |
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| CS224n Natural Language Processing with Deep Learning/15 Coreference Resolution/Lecture 15 Coreference Resolution.mp4 |
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| CS224n Natural Language Processing with Deep Learning/16 Dynamic Neural Networks for Question Answering/CS224n笔记16 DMN与问答系统.url |
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| CS224n Natural Language Processing with Deep Learning/16 Dynamic Neural Networks for Question Answering/cs224n-2017-lecture16-DMN-QA.pdf |
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| CS224n Natural Language Processing with Deep Learning/16 Dynamic Neural Networks for Question Answering/cs224n-2017-notes8.pdf |
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| CS224n Natural Language Processing with Deep Learning/16 Dynamic Neural Networks for Question Answering/Learning Program Embeddings to Propagate Feedback on Student Code.pdf |
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| CS224n Natural Language Processing with Deep Learning/16 Dynamic Neural Networks for Question Answering/Lecture 16 Dynamic Neural Networks for Question Answering.mp4 |
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| CS224n Natural Language Processing with Deep Learning/17 Issues in NLP and Possible Architectures for NLP/CS224n笔记17 NLP存在的问题与未来的架构.url |
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| CS224n Natural Language Processing with Deep Learning/17 Issues in NLP and Possible Architectures for NLP/cs224n-2017-lecture17-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/17 Issues in NLP and Possible Architectures for NLP/cs224n-2017-lecture17.pdf |
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| CS224n Natural Language Processing with Deep Learning/17 Issues in NLP and Possible Architectures for NLP/Learning to Compose Neural Networks for Question Answering.pdf |
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| CS224n Natural Language Processing with Deep Learning/17 Issues in NLP and Possible Architectures for NLP/Lecture 17 Issues in NLP and Possible Architectures for NLP.mp4 |
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| CS224n Natural Language Processing with Deep Learning/18 Tackling the Limits of Deep Learning for NLP/CS224n笔记18 挑战深度学习与自然语言处理的极限.url |
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| CS224n Natural Language Processing with Deep Learning/18 Tackling the Limits of Deep Learning for NLP/cs224n-2017-lecture18-highlight.pdf |
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| CS224n Natural Language Processing with Deep Learning/18 Tackling the Limits of Deep Learning for NLP/Hybrid computing using a neural network with dynamic external memory.pdf |
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| CS224n Natural Language Processing with Deep Learning/18 Tackling the Limits of Deep Learning for NLP/Lecture 18 Tackling the Limits of Deep Learning for NLP.mp4 |
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| CS224n Natural Language Processing with Deep Learning/18 Tackling the Limits of Deep Learning for NLP/Neural Turing Machines.pdf |
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| CS224n Natural Language Processing with Deep Learning/assignments/assignment1/assignment1.pdf |
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| CS224n Natural Language Processing with Deep Learning/assignments/assignment1/collect_submission.sh |
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| CS224n Natural Language Processing with Deep Learning/assignments/assignment1/utils/glove.py |
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