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Title: GitHub - MorvanZhou/NLP-Tutorials: Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Open Graph Title: GitHub - MorvanZhou/NLP-Tutorials: Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

X Title: GitHub - MorvanZhou/NLP-Tutorials: Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com

Description: Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com - MorvanZhou/NLP-Tutorials

Open Graph Description: Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com - MorvanZhou/NLP-Tutorials

X Description: Simple implementations of NLP models. Tutorials are written in Chinese on my website https://mofanpy.com - MorvanZhou/NLP-Tutorials

Opengraph URL: https://github.com/MorvanZhou/NLP-Tutorials

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BLEU.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/BLEU.py
BLEU.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/BLEU.py
CBOW.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/CBOW.py
CBOW.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/CBOW.py
ELMo.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/ELMo.py
ELMo.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/ELMo.py
GPT.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/GPT.py
GPT.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/GPT.py
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README.mdhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/README.md
cnn-lm.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/cnn-lm.py
cnn-lm.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/cnn-lm.py
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requirements.txthttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/requirements.txt
seq2seq.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/seq2seq.py
seq2seq.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/seq2seq.py
seq2seq_attention.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/seq2seq_attention.py
seq2seq_attention.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/seq2seq_attention.py
skip-gram.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/skip-gram.py
skip-gram.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/skip-gram.py
tf_idf.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/tf_idf.py
tf_idf.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/tf_idf.py
tf_idf_sklearn.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/tf_idf_sklearn.py
tf_idf_sklearn.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/tf_idf_sklearn.py
transformer.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/transformer.py
transformer.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/transformer.py
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visual.pyhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/visual.py
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READMEhttps://github.com/MorvanZhou/NLP-Tutorials
MIT licensehttps://github.com/MorvanZhou/NLP-Tutorials
https://github.com/MorvanZhou/NLP-Tutorials#natural-language-processing-tutorial
mofanpy.comhttps://mofanpy.com/tutorials/machine-learning/nlp/
TF-IDF numpy / TF-IDF skearnhttps://github.com/MorvanZhou/NLP-Tutorials#TF-IDF
Continuous Bag of Words (CBOW)https://github.com/MorvanZhou/NLP-Tutorials#Word2Vec
Skip-Gramhttps://github.com/MorvanZhou/NLP-Tutorials#Word2Vec
seq2seqhttps://github.com/MorvanZhou/NLP-Tutorials#Seq2Seq
CNN language modelhttps://github.com/MorvanZhou/NLP-Tutorials#CNNLanguageModel
seq2seq with attentionhttps://github.com/MorvanZhou/NLP-Tutorials#Seq2SeqAttention
Transformerhttps://github.com/MorvanZhou/NLP-Tutorials#Transformer
ELMohttps://github.com/MorvanZhou/NLP-Tutorials#ELMO
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BERThttps://github.com/MorvanZhou/NLP-Tutorials#BERT
@W1Flhttps://github.com/W1Fl
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pytorch version of this NLPhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/pytorch
@ruifanxuhttps://github.com/ruifan831
https://github.com/MorvanZhou/NLP-Tutorials#installation
https://github.com/MorvanZhou/NLP-Tutorials#tf-idf
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https://mofanpy.com/static/results/nlp/tfidf_matrix.png
https://github.com/MorvanZhou/NLP-Tutorials#word2vec
Efficient Estimation of Word Representations in Vector Spacehttps://arxiv.org/pdf/1301.3781.pdf
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https://mofanpy.com/static/results/nlp/cbow_code_result.png
https://github.com/MorvanZhou/NLP-Tutorials#seq2seq
Sequence to Sequence Learning with Neural Networkshttps://papers.nips.cc/paper/5346-sequence-to-sequence-learning-with-neural-networks.pdf
codehttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/seq2seq.py
https://mofanpy.com/static/results/nlp/seq2seq_illustration.png
https://github.com/MorvanZhou/NLP-Tutorials#cnnlanguagemodel
Convolutional Neural Networks for Sentence Classificationhttps://arxiv.org/pdf/1408.5882.pdf
codehttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/cnn-lm.py
https://mofanpy.com/static/results/nlp/cnn-ml_sentence_embedding.png
https://github.com/MorvanZhou/NLP-Tutorials#seq2seqattention
Effective Approaches to Attention-based Neural Machine Translationhttps://arxiv.org/pdf/1508.04025.pdf
codehttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/seq2seq_attention.py
https://mofanpy.com/static/results/nlp/luong_attention.png
https://mofanpy.com/static/results/nlp/seq2seq_attention_res.png
https://github.com/MorvanZhou/NLP-Tutorials#transformer
Attention Is All You Needhttps://arxiv.org/pdf/1706.03762.pdf
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https://mofanpy.com/static/results/nlp/transformer0_decoder_encoder_attention.png
https://mofanpy.com/static/results/nlp/transformer0_encoder_decoder_attention_line.png
https://github.com/MorvanZhou/NLP-Tutorials#elmo
Deep contextualized word representationshttps://arxiv.org/pdf/1802.05365.pdf
codehttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/ELMo.py
https://mofanpy.com/static/results/nlp/elmo_training.png
https://mofanpy.com/static/results/nlp/elmo_word_emb.png
https://github.com/MorvanZhou/NLP-Tutorials#gpt
Improving Language Understanding by Generative Pre-Traininghttps://cdn.openai.com/research-covers/language-unsupervised/language_understanding_paper.pdf
codehttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/GPT.py
https://mofanpy.com/static/results/nlp/gpt_structure.png
https://mofanpy.com/static/results/nlp/gpt7_self_attention_line.png
https://github.com/MorvanZhou/NLP-Tutorials#bert
BERT: Pre-training of Deep Bidirectional Transformers for Language Understandinghttps://arxiv.org/pdf/1810.04805.pdf
codehttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/BERT.py
Bert with window maskhttps://github.com/MorvanZhou/NLP-Tutorials/blob/master/BERT_window_mask.py
https://mofanpy.com/static/results/nlp/bert_gpt_comparison.png
https://mofanpy.com/static/results/nlp/bert_self_mask4_self_attention_line.png
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