Yolanda's starred repositories
ai-ml-ripperk
A high performance rule induction algorithm (RIPPERk).
Chinese-Word-Vectors
Chinese Word Vectors 中文词向量
word2vec-tutorial
中文詞向量訓練教學
wiki_zh_word2vec
利用Python构建Wiki中文语料词向量模型试验
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chinese_bert_ner
bert chinese name entity recognition
NER-Chinese
Comparison of Chinese Named Entity Recognition Models between NeuroNER and BertNER
ChineseNER
A neural network model for Chinese named entity recognition
nltk-keyword-extractor
A library built on NLTK for extracting keywords from sentences/paragraphs
extracting-keywords
This python script will extract the keywords from the sentence or paragraph
keyword_spotting
Chinese keyword spotting model using LSTM RNN
TextRank
Python implementation of TextRank algorithm for automatic keyword extraction and summarization using Levenshtein distance as relation between text units. This project is based on the paper "TextRank: Bringing Order into Text" by Rada Mihalcea and Paul Tarau. https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf
Keyword_Extraction
神策杯2018高校算法大师赛（中文关键词提取）第二名代码方案
TextInfoExp
自然语言处理实验（sougou数据集），TF-IDF，文本分类、聚类、词向量、情感识别、关系抽取等
keyphrase_extraction
Implementing keyword extraction algorithm using tf-idf weighting, see
keyword_extraction
利用Python实现中文文本关键词抽取，分别采用TF-IDF、TextRank、Word2Vec词聚类三种方法。
tf-idf-keyword
Keyword extraction based on TF-IDF on specific corpus. 基于特定语料库的TF-IDF的中文关键词提取
PySynonymsCrawler
A Python utility that fetches synonyms for a specified word.
Synonym_Extraction
Use Three models for synonym extraction. Implement the algorithm described in http://arxiv.org/pdf/1412.2197.pdf
SynSetMine-pytorch
PyTorch implementation of paper "Mining Entity Synonyms with Efficient Neural Set Generation" in AAAI 2019
chinese-author-text-style-distinguisher
This is a simple tool using one-class SVM to create a classifier to identify whether a Chinese text is a certain type of work written by an author.
Event-Classification
use regular expression, SVM, TF-IDF, x2test; classify Chinese news into three events: "financing event"(融资事件), "products release"(产品发布), "other"(其他)
curriculum
a repository for my curriculum project
pytorch_graph-rel
A PyTorch implementation of GraphRel
Multi-Label-Text-Classification
Tensorflow+bilstm+attention+multi label text classify