xiaobenben (whuxiaobenben)

whuxiaobenben

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transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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bert

TensorFlow code and pre-trained models for BERT

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GPT2-Chinese

Chinese version of GPT2 training code, using BERT tokenizer.

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CLUEDatasetSearch

搜索所有中文NLP数据集,附常用英文NLP数据集

OpenNMT

Open Source Neural Machine Translation in Torch (deprecated)

bert-utils

一行代码使用BERT生成句向量,BERT做文本分类、文本相似度计算

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chinese_province_city_area_mapper

一个用于提取简体中文字符串中省,市和区并能够进行映射,检验和简单绘图的python模块

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weibo-search

获取微博搜索结果信息,搜索即可以是微博关键词搜索,也可以是微博话题搜索

awesome-text-summarization

A curated list of resources dedicated to text summarization

nlp_xiaojiang

自然语言处理(nlp),小姜机器人(闲聊检索式chatbot),BERT句向量-相似度(Sentence Similarity),XLNET句向量-相似度(text xlnet embedding),文本分类(Text classification), 实体提取(ner,bert+bilstm+crf),数据增强(text augment, data enhance),同义句同义词生成,句子主干提取(mainpart),中文汉语短文本相似度,文本特征工程,keras-http-service调用

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TextGrapher

Text Content Grapher based on keyinfo extraction by NLP method。输入一篇文档,将文档进行关键信息提取,进行结构化,并最终组织成图谱组织形式,形成对文章语义信息的图谱化展示。

bert_seq2seq

pytorch实现 Bert 做seq2seq任务,使用unilm方案,现在也可以做自动摘要,文本分类,情感分析,NER,词性标注等任务,支持t5模型,支持GPT2进行文章续写。

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KGQA_HLM

基于知识图谱的《红楼梦》人物关系可视化及问答系统

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

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chinese_sentiment

中文情感分析,CNN,BI-LSTM,文本分类

GPT2-Summary

基于GPT2的中文摘要生成模型

transformer-pointer-generator

A Abstractive Summarization Implementation with Transformer and Pointer-generator

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SentimentAnalysis

Sentiment analysis neural network trained by fine-tuning BERT, ALBERT, or DistilBERT on the Stanford Sentiment Treebank.

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Text-Summarizer-Pytorch

Pytorch implementation of "A Deep Reinforced Model for Abstractive Summarization" paper and pointer generator network

pointer-generator

Code for the ACL 2017 paper "Get To The Point: Summarization with Pointer-Generator Networks" (Python3)

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Multi-News

Large-scale multi-document summarization dataset and code

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SikuBERT-for-digital-humanities-and-classical-Chinese-information-processing

SikuBERT:四库全书的预训练语言模型(四库BERT) Pre-training Model of Siku Quanshu

Pigmented-skin-disease-automatic-recognition-and-classification-system

设计并实现了一个基于深度学习、集成学习、迁移学习、GAN等技术的色素性皮肤病自动识别七分类系统。本系统主要由服务端和客户端两个模块组成。服务端基于深度学习、集成学习、迁移学习、GAN等技术实现了对色素性皮肤病自动识别七分类。客户端使用微信小程序和网站(SSM、Springboot)开发。用户通过微信小程序或网站上传图像到服务端,服务端返回所属类别。

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bookShare

关于各大图书馆的下载神奇

Keras_R_BERT

本项目使用Keras实现R-BERT,在人物关系数据集上进行测试验证。

LocalBertSummarization

:boom: Abstractive Text Summarization with Bert and Convolution :alien:

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EZ-BART

BART summarization tool

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Jiayan

甲言,专注于古代汉语(古汉语/古文/文言文/文言)处理的NLP工具包,支持文言词库构建、分词、词性标注、断句和标点。Jiayan, the 1st NLP toolkit designed for Classical Chinese, supports lexicon construction, tokenizing, POS tagging, sentence segmentation and punctuation.

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