percent4

微信公众号：NLP奇幻之旅知识星球：自然语言处理奇幻之旅知乎：NLP奇幻之旅

Shanghai

Pinned Repositories

ALBERT_4_Time_Recognition
使用ALBERT预训练模型，用于识别文本中的时间，同时验证模型的预测耗时是否有显著提升。
Language:Python56 2 213
ALBERT_text_classification
利用ALBERT实现文本二分类，判别是否属于政治上的出访类事件，提升模型训练和预测速度。
Language:Python73 2 124
bert_doc_binary_classification
文本二分类任务，是否文档是否属于政治上的出访类事件，利用BERT提取特征，模型采用简单的DNN。
Language:Python63 2 430
ccks_triple_extract
限定领域的三元组抽取的一次尝试，本文将会介绍笔者在2019语言与智能技术竞赛的三元组抽取比赛方面的一次尝试。
Language:Python133 5 523
embedding_rerank_retrieval
本项目是针对RAG中的Retrieve阶段的召回技术及算法效果所做评估实验。使用主体框架为LlamaIndex.
Language:Jupyter Notebook179 2 1021
keras_bert_multi_label_cls
本项目采用Keras和Keras-bert实现文本多标签分类任务，对BERT进行微调。
Language:Python65 3 422
knowledge_graph_demo
本项目用于展示三元组抽取后形成的知识图谱，包括几本小说的实体关系，以及README.md，介绍这方面的一篇文章。
Language:Python192 5 247
multi-label-classification-4-event-type
multi-label-classification-4-event-type
Language:Python130 2 649
people_relation_extract
结合BERT+GRU+ATT模型，对自己收集的人物关系数据进行模型训练，用于人物关系抽取。
Language:Python320 7 1660
spo_extract_platform
本项目是利用深度学习技术来构建知识图谱方向上的一次尝试，作为开放领域的关系抽取，算是笔者的一次创新，目前在这方面的文章和项目都很少。
Language:Python307 10 949

percent4's Repositories

percent4/-word-
利用文本分析算法和Python脚本，自动纠正word中的英语单词拼写错误
Language:Python46 1 018
percent4/Sentiment_Analysis
using LSTM model for sentiment analysis.
Language:Python37 1 016
percent4/CNN_4_Verifycode
使用Keras搭建CNN模型，破解简单的网页验证码
Language:Python34 1 210
percent4/Chinese_Time_Recogniztion
利用深度学习模型，在小标注量数据上，进行文本中的时间识别。
Language:Python33 2 215
percent4/DL_4_NER
Using Bi-LSTM model for NER in English.
Language:Python32 1 110
percent4/CRF_4_NER
Using CRF++ for NER
Language:Python207
percent4/Neo4j_movie_demo
Using Neo4j and Py2neo to demonstrate Chinese top 20 movies and their actor, visualized by graph.
Language:Python19 1 111
percent4/Shicijielong
Using Python spider to complete a funny game named Shicijielong.
Language:HTML17 2 06
percent4/CAPTCHA-Recognizition
Using CNN model to recognize CAPTCHA by using Keras.
Language:Python7 1 11
percent4/Keras_4_multiclass
Using Keras to create a DNN model to solve classical multiclass problem using IRIS data.
Language:Python7 1 02
percent4/Examples-of-Python-Spiders
There are three Python Spiders written by myself using PhantomJS, Selenium, and AutoIt.
Language:Python5 2 03
percent4/Poem-Search
web框架使用tornado, 后端数据库采用MongoDB, 诗词数据集使用爬虫。
Language:Python3 1 02
percent4/Multi-Grained-NER
Language:Python2 2 0
percent4/audio_recognizition
Using Xunfei and Baidu API to recognize audio in wav format
Language:Python1 1 0
percent4/csv_file_review
使用tornado上传Excel、CSV文件，并可以在线浏览。
Language:HTML1 1 01
percent4/Kaggle_Competition
some thoughts about a Kaggle competition
1 1 0
percent4/tensorflow_js_learning
Learning TensorFlow.js step by step
Language:HTML1 1 0
percent4/APlay_Example
Examples of APlayer.js
Language:Java1 0
percent4/Basic_Algorithm_Problems
Collection of Basic Algorithm Problems
Language:Java1 0
percent4/chinese_captcha_recognize
chinese_captcha_recognize
Language:Python1 0
percent4/Dynamic_Programming_examples
Examples of Dynamic Programming.
Language:Python
percent4/Graph-Theory-learning-in-Python
Use Python to learn graph theory, which is a classical topic in data structure.
Language:Python
percent4/Learning_Neo4J
notes about Neo4J learning
1 0
percent4/LSTM4Classification
Using LSTM model to complete short document classification task.
Language:Python1 0
percent4/music_online
Using Spring Boot to listen music online.
Language:HTML
percent4/plot_chart_online_using_springboot_and_highcharts
plot chart online using springboot and highcharts
Language:JavaScript1 01
percent4/realworldnlp
Example code for "Real-World Natural Language Processing"
Language:Python1 0
percent4/SHE_Recognization
利用CNN和OpenCV的face detect来识别SHE.
Language:Python1 0
percent4/Storing_pictures
for storing pictures, using for youdao cloud note.
Language:Python1 0
percent4/wsd
Word Sense Disambiguation（词义消岐）
Language:Python1 0