moyan007's repositories
DF-traffic_sign_Detect
基于虚拟仿真环境下的自动驾驶交通标志识别 Datafountain 平台上的一个竞赛,最终成绩为0.986,25th。前排大佬都能做到0.996+了,膜拜学习一下
Alibaba-Cloud-German-AI-Challenge-2018
天池前一段时间的一个遥感图像识别的竞赛,初赛正常参加了,复赛过年时间在家没来得及做,最终成绩为47,分享出来请大家批评指教
bert-multitask-learning
BERT for Multitask Learning
Keras-TextClassification
中文长文本分类、短句子分类、多标签分类、两句子相似度(Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short),字词句向量嵌入层(embeddings)和网络层(graph)构建基类,FastText,TextCNN,CharCNN,TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, SWEM, LEAM, TextGCN
Awesome-Chinese-NLP
A curated list of resources for Chinese NLP 中文自然语言处理相关资料
bert_in_keras
在Keras下微调Bert的一些例子;some examples of bert in keras
ccks-2020-finance-transfer-ee-baseline
CCKS2020面向金融领域的小样本跨类迁移事件抽取baseline
ccks2021_track3_baseline
“英特尔创新大师杯”深度学习挑战赛 赛道3:CCKS2021中文NLP地址相关性任务
Chinese-Text-Classification-Pytorch
中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。
Chinese-Word-Vectors
100+ Chinese Word Vectors 上百种预训练中文词向量
chineseocr
yolo3+ocr
ComplexEventExtraction
A concept and obvious expression pattern collection of Chinese compound event extraction which then be evolved into ComplexEventGraph,本项目提出了中文复合事件的概念与显式模式,包括条件事件、因果事件、顺承事件、反转事件等事件抽取,并形成事理图谱。
deepke
基于深度学习的开源中文关系抽取框架
DeepNER
天池中药说明书实体识别挑战冠军方案;中文命名实体识别;NER; BERT-CRF & BERT-SPAN & BERT-MRC;Pytorch
Entity-Relation-As-Multi-Turn-QA
Code for ACL 2019 : Entity-Relation Extraction as Multi-Turn Question Answering
Financial-Knowledge-Graphs
小型金融知识图谱构建流程
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
InformationExtractionDemo
一个关于百度2019语言与智能技术竞赛信息抽取 (http://lic2019.ccf.org.cn/kg) 的简单Demo, 模型采用BERT+CNN ( https://github.com/Wangpeiyi9979/IE-Bert-CNN )。 Demo使用Flask搭建
Joint-Extraction-of-Entities-and-Relations-Based-on-a-Novel-Tagging-Scheme
Joint Extraction of Entities and Relations Based on cnn+rnn
KBQA-for-Diagnosis
Knowledge Graph,Question Answering System,基于知识图谱和向量检索的医疗诊断问答系统
kg-2019
2019年百度的三元组抽取比赛,“科学空间队”源码
NLP-Interview-Notes
本项目是作者们根据个人面试和经验总结出的自然语言处理(NLP)面试准备的学习笔记与资料,该资料目前包含 自然语言处理各领域的 面试题积累。
pytorch-slimming
Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.
R-BERT
Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"
Research
novel deep learning research works with PaddlePaddle
sequence_tagging
using bilstm-crf,bert and other methods to do sequence tagging task
service-streamer
Boosting your Web Services of Deep Learning Applications.
SIF
sentence embedding by Smooth Inverse Frequency weighting scheme
SimCLUE
大规模语义理解数据集。可用于无监督对比学习、半监督学习等构建中文领域效果最好的预训练模型
TextMatch
文本匹配/文本分类/文本embedding/文本聚类/文本检索(bow/ifidf/ngramtf-df/bert/albert/bm25/…/nn/gbdt/xgb/kmeans/dscan/faiss/….)