nlp-notebooks：来自NLP Town的自然语言处理笔记本集
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2021-02-03
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nlp-notebooks-master.zip （33个子文件） 
nlp-notebooks-master 
Discovering and Visualizing Topics in Texts with LDA.ipynb 180KB Multilingual text classification with BERT.ipynb 258KB Multilingual Embeddings - 1. Introduction.ipynb 32KB data sentiment_analysis review_corpus_en.ndjson 2.23MB embeddings clusters_nl.tsv 449KB multilingual_embeddings questions.csv 196KB sentence_similarity doc_frequencies.tsv 38.73MB frequencies.tsv 38.91MB text_classification 20newsgroups_train.tsv 21.31MB 20newsgroups_dev.tsv 13.34MB aclImdb test.tsv 31.08MB train.tsv 31.83MB 20newsgroups_test.tsv 13.34MB Named Entity Recognition with Conditional Random Fields.ipynb 206KB Simple Sentence Similarity.ipynb 40KB An Introduction to Word Embeddings.ipynb 327KB Traditional text classification with Scikit-learn.ipynb 386KB NLP with pretrained models - spaCy and StanfordNLP.ipynb 30KB _config.yml 26B Text classification with BERT in PyTorch.ipynb 110KB Elmo Embeddings.ipynb 113KB drafts Text classification with an LSTM in PyTorch.ipynb 7KB An Introduction to Word Embeddings.ipynb 62KB Text classification with BERT in PyTorch.ipynb 55KB Text classification with BERT in PyTorch-Copy1.ipynb 72KB Sequence Labelling with a BiLSTM in PyTorch.ipynb 28KB Text classification with a CNN in PyTorch.ipynb 73KB Multilingual Embeddings - 3. Transfer Learning.ipynb 19KB README.md 3KB Multilingual Embeddings - 2. Cross-lingual Sentence Similarity.ipynb 208KB Sequence Labelling with a BiLSTM in PyTorch.ipynb 59KB Updating spaCy's Named Entity Recognition System.ipynb 36KB Data exploration with sentence similarity.ipynb 13.36MB资源评论
