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ainlp-archive

Archive for AINLP History Article

awesome_chinese_medical_nlp

中文医学NLP公开资源整理：术语集/语料库/词向量/预训练模型/知识图谱/命名实体识别/QA/信息抽取/模型/论文/etc

bgp-serialhijackers

Additional material for paper Profiling BGP Serial Hijackers: Capturing Persistent Misbehavior in the Global Routing Table, IMC ’19

bilstm_cnn_crf_cws

BiLstm+CNN+CRF 法律文档（合同类案件）领域分词（100篇标注样本）

bio_event_qa

ccks_ee

CCKS举办的针对电子病例的信息抽取比赛，主要是进行医疗实体及事件抽取，本项目包括展示比赛的不断改进与多种方法的尝试，最终取得：valid第6名；test第9名。

chinese-bert-wwm

Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）

chinese-medical-entity-recognition

Using BERT+Bi-LSTM+CRF

chinese_medical_nlp

中文医疗NLP领域 数据集，论文 ，知识图谱，语料，工具包

chineseblue

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

cmekg_tools

cnn-lstm-crf

cnn bilstm crf 作中文命名实体识别

colossalai

Colossal-AI: A Unified Deep Learning System for Large-Scale Parallel Training

cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计

de-ppn

deepie

DeepIE: Deep Learning for Information Extraction

deepke

基于深度学习的开源中文关系抽取框架

dl-wastesort

基于深度学习的垃圾分类

easy_ner_bilstm_crf

biLSTM_CRF 命名实体识别

ernie

Official implementations for various pre-training models of ERNIE-family, covering topics of Language Understanding & Generation, Multimodal Understanding & Generation, and beyond.

flat-lattice-transformer

ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer

flipda

garbage

小程序云开发的垃圾分类小程序

garbage_classify

最严垃圾分类政策自7月1日颁布，如何进行垃圾分类已经成为居民生活的灵魂拷问。但是，没关系！AI在垃圾分类的应用可以成为居民的得力助手。本次垃圾分类挑战杯，目的在于构建基于深度学习技术的图像分类模型，实现垃圾图片类别的精准识别，大赛参考深圳垃圾分类标准，按可回收物、厨余垃圾、有害垃圾和其他垃圾四项分类。

huawei-garbage

2019 Huawei Cloud garbage Classification Competition online score 2th place

imagenet

This implements training of popular model architectures, such as AlexNet, ResNet and VGG on the ImageNet dataset(Now we supported alexnet, vgg, resnet, squeezenet, densenet)

imagenet_utils

:arrow_double_down: Utils to help download images by id, crop bounding box, label images, etc.

kg-reeval

ACL 2020: A Re-evaluation of Knowledge Graph Completion Methods

language

Shared repository for open-sourced projects from the Google AI Language team.