whuxiaobenben

xiaobenben's starred repositories

SentimentAnalysis

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

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NLP_From_Zero_to_One

主要是实现nlp常用网络以及结果比较，各模型的优劣势，如:FastText,TextCNN,TextRNN,TextRCNN,BiLSTM,Seq2seq,BERT,Transformer,ELMo以及Attention机制等等。

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ChineseNlpCorpus

搜集、整理、发布中文自然语言处理语料/数据集，与有志之士共同促进中文自然语言处理的发展。

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pytorch-sentiment-analysis

Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

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WeiboSuperSpider

微博爬虫及配套工具箱，微博用户、话题、评论采集一网打尽。图片下载、情感分析，地理位置、关系网络、spammer 机器人识别等功能应有尽有。Docs：https://buyixiao.github.io/blog/weibo-super-spider.html 配套可视化网站：https://buyixiao.github.io/blog/one-stop-weibo-visualization.html

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multi-label-classification-4-event-type

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MTBook

《机器翻译：基础与模型》肖桐朱靖波著 - Machine Translation: Foundations and Models

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TransformerTextSummarization

基于Transformer的生成式文本摘要

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NAMAS

Neural Attention Model for Abstractive Summarization

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bert-extractive-summarizer

Easy to use extractive text summarization with BERT

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text-summarization-tensorflow-master

Demo code

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Automatic-generation-of-text-summaries

使用两种方法（抽取式Textrank和概要式seq2seq）自动提取文本摘要

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LCSTS-preproc

preprocessing of chinese summarization dataset LCSTS

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matplotlib-gallery

Examples of matplotlib codes and plots

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PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

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deep-copy

Deep copy generator

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Ai-Learn

人工智能学习路线图，整理近200个实战案例与项目，免费提供配套教材，零基础入门，就业实战！包括：Python，数学，机器学习，数据分析，深度学习，计算机视觉，自然语言处理，PyTorch tensorflow machine-learning,deep-learning data-analysis data-mining mathematics data-science artificial-intelligence python tensorflow tensorflow2 caffe keras pytorch algorithm numpy pandas matplotlib seaborn nlp cv等热门领域

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