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ZP's Projects

icwb2-data icon icwb2-data

This directory contains the training, test, and gold-standard data used in the 2nd International Chinese Word Segmentation Bakeoff. Also included is the script used to score the results submitted by the bakeoff participants and the simple segmenter used to generate the baseline and topline data.

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

knowledge-graph icon knowledge-graph

深度学习与自然语言处理、知识图谱、对话系统。包括知识获取、知识库构建、知识库应用三大技术研究与应用。

krlpapers icon krlpapers

Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)

label-studio icon label-studio

Label Studio is a multi-type data labeling and annotation tool with standardized output format

lantern icon lantern

🔴蓝灯最新版本下载 https://github.com/getlantern/download 🔴 Lantern Latest Download https://github.com/getlantern/download 🔴

latticelstm icon latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

lgn icon lgn

A Lexicon-based Graph Neural Network for Chinese NER.

lihang icon lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

listed-company-news-crawl-and-text-analysis icon listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上,爬取上市公司(个股)的历史新闻文本数据进行文本分析、提取特征集,然后利用SVM、随机森林等分类器进行训练,最后对实施抓取的新闻数据进行分类预测

lstm-crf-medical icon lstm-crf-medical

构建医疗实体识别的模型,包含词典和语料标注,基于python构建

machine-learning-learning-notes icon machine-learning-learning-notes

周志华《机器学习》又称西瓜书是一本较为全面的书籍,书中详细介绍了机器学习领域不同类型的算法(例如:监督学习、无监督学习、半监督学习、强化学习、集成降维、特征选择等),记录了本人在学习过程中的理解思路与扩展知识点,希望对新人阅读西瓜书有所帮助!

nlp-journey icon nlp-journey

nlp相关的一些论文及代码, 包括主题模型、词向量(Word Embedding)、命名实体识别(NER)、文本分类(Text Classificatin)、文本生成(Text Generation)、文本相似性(Text Similarity)计算等,涉及到各种与nlp相关的算法,基于keras和tensorflow。

nlp-papers icon nlp-papers

Papers I have read, mainly about NLP. Welcome everyone to supplement in issue.

nlp-progress icon nlp-progress

Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.

nlp-public-dataset icon nlp-public-dataset

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集,中英文机器翻译数据集, 中文分词数据集

nlp_from_zero_to_one icon 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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