xiaobenben (whuxiaobenben)

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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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100-Days-Of-ML-Code

100 Days of ML Coding

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100-Days-Of-ML-Code-1

100-Days-Of-ML-Code中文版

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a_journey_into_math_of_ml

汉语自然语言处理视频教程-开源学习资料

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Agriculture_KnowledgeGraph

农业知识图谱(AgriKG):农业领域的信息检索,命名实体识别,关系抽取,智能问答,辅助决策

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Att-ChemdNER

Att-ChemdNER

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BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

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bert-extractive-summarizer

Easy to use extractive text summarization with BERT

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crf

Simple implementation of Conditional Random Fields (CRF) in Python. A faster, more powerful, Cython implementation is available in the vocrf project https://github.com/timvieira/vocrf

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DeepKE

An Open Toolkit for Knowledge Base Population(由浙江大学贡献的开源知识图谱抽取与构建工具)

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funNLP

中英文敏感词、语言检测、中外手机/电话归属地/运营商查询、名字推断性别、手机号抽取、身份证抽取、邮箱抽取、中日文人名库、中文缩写库、拆字词典、词汇情感值、停用词、反动词表、暴恐词表、繁简体转换、英文模拟中文发音、汪峰歌词生成器、职业名称词库、同义词库、反义词库、否定词库、汽车品牌词库、汽车零件词库、连续英文切割、各种中文词向量、公司名字大全、古诗词库、IT词库、财经词库、成语词库、地名词库、历史名人词库、诗词词库、医学词库、饮食词库、法律词库、汽车词库、动物词库、中文聊天语料、中文谣言数据、百度中文问答数据集、句子相似度匹配算法集合、bert资源、文本生成&摘要相关工具、cocoNLP信息抽取工具、国内电话号码正则匹配、清华大学XLORE:中英文跨语言百科知识图谱、清华大学人工智能技术系列报告、自然语言生成、NLU太难了系列、自动对联数据及机器人、用户名黑名单列表、罪名法务名词及分类模型、微信公众号语料、cs224n深度学习自然语言处理课程、中文手写汉字识别、中文自然语言处理 语料/数据集、变量命名神器、分词语料库+代码、任务型对话英文数据集、ASR 语音数据集 + 基于深度学习的中文语音识别系统、笑声检测器、Microsoft多语言数字/单位/如日期时间识别包、中华新华字典数据库及api(包括常用歇后语、成语、词语和汉字)、文档图谱自动生成、SpaCy 中文模型、Common Voice语音识别数据集新版、神经网络关系抽取、基于bert的命名实体识别、关键词(Keyphrase)抽取包pke、基于医疗领域知识图谱的问答系统、基于依存句法与语义角色标注的事件三元组抽取、依存句法分析4万句高质量标注数据、cnocr:用来做中文OCR的Python3包、中文人物关系知识图谱项目、中文nlp竞赛项目及代码汇总、中文字符数据、speech-aligner: 从“人声语音”及其“语言文本”产生音素级别时间对齐标注的工具、AmpliGraph: 知识图谱表示学习(Python)库:知识图谱概念链接预测、Scattertext 文本可视化(python)、语言/知识表示工具:BERT & ERNIE、中文对比英文自然语言处理NLP的区别综述、Synonyms中文近义词工具包、HarvestText领域自适应文本挖掘工具(新词发现-情感分析-实体链接等)、word2word:(Python)方便易用的多语言词-词对集:62种语言/3,564个多语言对、语音识别语料生成工具:从具有音频/字幕的在线视频创建自动语音识别(ASR)语料库、构建医疗实体识别的模型(包含词典和语料标注)、单文档非监督的关键词抽取、Kashgari中使用gpt-2语言模型、开源的金融投资数据提取工具、文本自动摘要库TextTeaser: 仅支持英文、人民日报语料处理工具集、一些关于自然语言的基本模型、基于14W歌曲知识库的问答尝试--功能包括歌词接龙and已知歌词找歌曲以及歌曲歌手歌词三角关系的问答、基于Siamese bilstm模型的相似句子判定模型并提供训练数据集和测试数据集、用Transformer编解码模型实现的根据Hacker News文章标题自动生成评论、用BERT进行序列标记和文本分类的模板代码、LitBank:NLP数据集——支持自然语言处理和计算人文学科任务的100部带标记英文小说语料、百度开源的基准信息抽取系统、虚假新闻数据集、Facebook: LAMA语言模型分析,提供Transformer-XL/BERT/ELMo/GPT预训练语言模型的统一访问接口、CommonsenseQA:面向常识的英文QA挑战。

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books

技术资料分享

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LstmPython3.6

LSTM中文情感分析

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matplotlib-gallery

Examples of matplotlib codes and plots

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mgw-ner

Attention-based BLSTM-CRF Architecture for Mongolian Named Entity Recognition

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Neo4j-KGBuilder

Neo4j+springboot+vue+d3.js知识图谱构建和可视化

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nlpBookStudy

《NLP汉语自然语言处理——原理与实践》代码学习、修改与完善。

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pachong

一些爬虫的代码

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PreSumm

code for EMNLP 2019 paper Text Summarization with Pretrained Encoders

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Python-100-Days

Python - 100天从新手到大师

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ROUGE-2.0

ROUGE automatic summarization evaluation toolkit. Support for ROUGE-[N, L, S, SU], stemming and stopwords in different languages, unicode text evaluation, CSV output.

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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

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taobaoVisitingVenues

淘宝节日活动自动浏览店铺得喵币脚本 for Android(双12/11)

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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。

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WeiboSpiderGo

weibo spider written by golang colly(使用golang的colly库编写的微博爬虫)

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word2vec

python

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YEDDA

YEDDA: A Lightweight Collaborative Text Span Annotation Tool. Code for ACL 2018 Best Demo Paper Nomination.

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zhihu

This repo contains the source code in my personal column (https://zhuanlan.zhihu.com/zhaoyeyu), implemented using Python 3.6. Including Natural Language Processing and Computer Vision projects, such as text generation, machine translation, deep convolution GAN and other actual combat code.

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