Pinned Repositories
ALBERT_NER_KERAS
利用ALBERT和BI-LSTM，在Keras中实现序列标注算法。
algorithm
bert-as-service
Mapping a variable-length sentence to a fixed-length vector using BERT model
Bert-BiLSTM-CRF-pytorch
使用谷歌预训练bert做字嵌入的BiLSTM-CRF序列标注模型
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_ner_tensorflow
A very simple BiLSTM-CRF model for Chinese Named Entity Recognition 中文命名实体识别 (TensorFlow)
ChineseNER-pytorch
基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现
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
keras-bert-ner
Keras solution of Chinese NER task using BiLSTM-CRF/BiGRU-CRF/IDCNN-CRF model with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT
text_classification
ancue's Repositories
ancue/ChineseNER-pytorch
基于Pytorch的BERT-IDCNN-BILSTM-CRF中文实体识别实现
ancue/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
ancue/Bert-Chinese-Text-Classification-PyTorch
ancue/bert-named-entity-recognition
ancue/bert_nlu_joint
一个使用tensorflow2.3开发的基于Bert的意图识别的自然语言理解任务Demo
ancue/BiLSTM-NER-PyTorch
Chinese Named Entity Recognization (BiLSTM with PyTorch)
ancue/ccksyidu4k-ner-albert
ALBERT CCKS2019医渡云4k电子病历数据集命名实体识别
ancue/chatbot_simbert
检索类型的微信聊天机器人/问答系统，通过API异步通信，实现在微信上交互，本项目包括模型和工程化部署一体化。包含查天气，知识图谱聊天查询，生成式问答聊天查询，图片识别，多次重复回答等；涉及到命名实体识别，相似匹配（bm25，bool检索，simbert等），bert+seq2seq生成，neo4j知识图谱查询等技术。
ancue/dice_loss_for_NLP
The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`
ancue/entity_extractor_by_ner
基于Tensorflow2.3(tf2)开发的Ner模型，包含Bilstm-CRF和Bert-Bilstm-CRF，用于命名实体识别，配置后可直接运行。
ancue/fancy-nlp
NLP for human. A fast and easy-to-use natural language processing (NLP) toolkit, satisfying your imagination about NLP.
ancue/Flat-Lattice-Transformer
code for ACL 2020 paper: FLAT: Chinese NER Using Flat-Lattice Transformer
ancue/GraduateDesign
Implemenetations of BiLSTM-CRF and IDCNN-CRF NER models on Weibo, MSRA and Twitter copora.
ancue/JD_NLP
《贪心学院-京东nlp》项目实战，学习笔记。
ancue/Kashgari
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
ancue/learn-nlp-with-transformers
we want to create a repo to illustrate usage of transformers in chinese
ancue/MachineLearning
machine learning
ancue/Macropodus
自然语言处理工具Macropodus，基于Albert+BiLSTM+CRF深度学习网络架构，中文分词，词性标注，命名实体识别，新词发现，关键词，文本摘要，文本相似度，科学计算器，中文数字阿拉伯数字(罗马数字)转换，中文繁简转换，拼音转换。tookit(tool) of NLP，CWS(chinese word segnment)，POS(Part-Of-Speech Tagging)，NER(name entity recognition)，Find(new words discovery)，Keyword(keyword extraction)，Summarize(text summarization)，Sim(text similarity)，Calculate(scientific calculator)，Chi2num(chinese number to arabic number)
ancue/mrc-for-flat-nested-ner
Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`
ancue/NER-BiLSTM-CRF-PyTorch
PyTorch implementation of BiLSTM-CRF and Bi-LSTM-CNN-CRF models for named entity recognition.
ancue/NLP_bert
ancue/NLP_pytorch_project
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
ancue/Pytorch-Lightning-Text-Classification
Text Classification using pytorch lightning
ancue/seq2seq-tf2
ancue/Siamese-LSTM-for-Semantic-Similarity-PyTorch
This repositpory entails an implementation of a Deep Learning Pipeline that can be used to evaulate the semantic similarity of two sentenences using Siamese LSTM Neural Network.
ancue/text_classifier
该项目是使用TextCNN/TextRNN/TextRCNN的文本分类任务，嵌入层可接入Word2Vec，Bert，也可以直接使用词粒度的随机embedding，带有Attention模块，项目基于Tensorflow2.3开发。数据的获取见app_comments_spider爬虫项目。
ancue/Text_select_captcha
pytorch实现文字点选、选字、选择文字验证码识别
ancue/TextClassification-Keras
Text classification models implemented in Keras, including: FastText, TextCNN, TextRNN, TextBiRNN, TextAttBiRNN, HAN, RCNN, RCNNVariant, etc.
ancue/TextSim_cn_finetune
微调预训练语言模型(BERT、Roberta、XLBert等),用于计算两个文本之间的相似度（通过句子对分类任务转换）,适用于中文文本
ancue/XLNet-multilabel
使用XLNet进行文本多标签分类