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matchpyramid-for-semantic-matching

A simple Keras implementation of Paper "Text Matching as Image Recognition"

medical_entity_recognize

医疗实体识别

mixtext

MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification

multi-source-pointer-network

多源指针网络 (multi source pointer network)

named_entity_recognition

中文命名实体识别（包括多种模型：HMM，CRF，BiLSTM，BiLSTM+CRF的具体实现）

ner-bert-crf

ner_demo

中文命名实体识别NER。用keras实现BILSTM+CRF、IDCNN+CRF、BERT+BILSTM+CRF进行实体识别。结果当然是BERT+BILSTM+CRF最好啦。

ner_loss_compare

基于CLUENER 细粒度命名实体识别的数据集使用不同损失函数下的效果对比

nlp-model

nlp-project

including text classifier, language model, pre_trained model, multi_label classifier, text generator, dialogue. etc

nlp_repo

notes

小米便签社区开源版（Community edition of XM notepad/MIUI notes)

operator_qa_based_kb

阿里天池赛：CCKS2021 运营商知识图谱推理问答

oppo-text-match

小布助手对话短文本语义匹配的一个baseline

pcnn

piecewise convolutional neural network for relation extraction

pens-personalized-news-headline-generation

Code for PENS: A Dataset and Generic Framework for Personalized News Headline Generation

people_relation_extract

结合BERT+GRU+ATT模型，对自己收集的人物关系数据进行模型训练，用于人物关系抽取。

phoneview

电话号码格式化显示的TextView

pointer-generator

The pytorch implementation of Get To The Point: Summarization with Pointer-Generator Networks.

pointer-net-for-nested

The official implementation of ``Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks''

pointer_summarizer

pytorch implementation of "Get To The Point: Summarization with Pointer-Generator Networks"

pretraining-yourself-bert-from-scratch

从头训练MASK BERT

ptranse

This repo is a scalable big data style implementation of the pTransE application it is forked from.

pub

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.

python-machine-learning

机器学习算法项目

pytorch_biaffine_dependency_parsing

Biaffine Dependency Parsing based on PyTorch

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。

quantidce

Towards Quantifiable Dialogue Coherence Evaluation (ACL 2021)

roberta-wwm-base-distill

this is roberta wwm base distilled model which was distilled from roberta wwm by roberta wwm large