dongcin's repositories
dialogue-utterance-rewriter
ACL 2019论文复现：Improving Multi-turn Dialogue Modelling with Utterance ReWriter
Algorithms
A collection of algorithms and data structures
awesome-bert
bert nlp papers, applications and github resources, including the newst xlnet ， BERT、XLNet 相关论文和 github 项目
awesome-chatgpt-prompts-zh
ChatGPT 中文调教指南。各种场景使用指南。学习怎么让它听你的话。
awesome-spider
爬虫集合
BERT-NER-Pytorch
Chinese NER using BERT(softmax, CRF, Span)
bert_distill
BERT distillation（基于BERT的蒸馏实验 ）
ChatGPT-Next-Web
A well-designed cross-platform ChatGPT UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT 应用。
Chinese-XLNet
Pre-Trained Chinese XLNet（中文XLNet预训练模型）
ckiptagger
CKIP Neural Chinese Word Segmentation, POS Tagging, and NER
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论”教材。
Dive-into-DL-TensorFlow2.0
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现，项目已得到李沐老师的同意
DL_tensorflow
Tensorflow Basic Sample Code
FewShotNLP
The source codes of the paper "Improving Few-shot Text Classification via Pretrained Language Representations" and "When Low Resource NLP Meets Unsupervised Language Model: Meta-pretraining Then Meta-learning for Few-shot Text Classification".
hanzi_char_featurizer
汉字字符特征提取器 (featurizer)，提取汉字的特征（发音特征、字形特征）用做深度学习的特征 ｜ A Chinese character feature extractor, which extracts the features of Chinese characters (pronunciation features, glyph features) as features for deep learning
KnowledgeGraphCourse
东南大学《知识图谱》研究生课程
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
NLPGNN
1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.
NlpModel
用于存储NLP常用模型
pandas_exercises
Practice your pandas skills!
pretrained-models
Open Language Pre-trained Model Zoo
pycorrector
pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.
pytorch-distributed
A quickstart and benchmark for pytorch distributed training.
QASystemOnMedicalKG
A tutorial and implement of disease centered Medical knowledge graph and qa system based on it。知识图谱构建，自动问答，基于kg的自动问答。以疾病为中心的一定规模医药领域知识图谱，并以该知识图谱完成自动问答与分析服务。
recommenders
TensorFlow Recommenders is a library for building recommender system models using TensorFlow.
summariesbooks
summariesbooks
tensorflow-nlp
Simple and Efficient Tensorflow implementations of NLP tasks with tf.estimator, tf.data and BERT models.
Transformer-in-generating-dialogue
An Implementation of 'Attention is all you need' with Chinese Corpus
ZEN
A BERT-based Chinese Text Encoder Enhanced by N-gram Representations