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pretrained-models

Open Language Pre-trained Model Zoo

pycorrector

pycorrector is a toolkit for text error correction. 文本纠错，Kenlm，ConvSeq2Seq，BERT，MacBERT，ELECTRA，ERNIE，Transformer，T5等模型实现，开箱即用。

qasystemonmedicalgraph

该项目是基于医疗领域知识图谱的问答系统。实现比较简单。

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。

querygeneration

rasa

💬 Open source machine learning framework to automate text- and voice-based conversations: NLU, dialogue management, connect to Slack, Facebook, and more - Create chatbots and voice assistants

rasa_chatbot_cn

building a chinese dialogue system based on the newest version of rasa(基于最新版本rasa搭建的对话系统)

rasa_chinese_book_code

《Rasa实战：构建开源对话机器人》官方随书代码 | The official source code of Rasa in Action: Building Open Source Conversational AI

rasa_nlu_chi

Turn Chinese natural language into structured data 中文自然语言理解

returnvisitrobot

roformer-sim

SimBERT升级版（SimBERTv2）！

sadtalker

[CVPR 2023] SadTalker：Learning Realistic 3D Motion Coefficients for Stylized Audio-Driven Single Image Talking Face Animation

senta

Baidu's open-source Sentiment Analysis System.

sentence-transformers

Sentence Embeddings with BERT & XLNet

short-text-clustering-enhancement

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

tbert

Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text-classification-surveys

文本分类资源汇总，包括深度学习文本分类模型，如SpanBERT、ALBERT、RoBerta、Xlnet、MT-DNN、BERT、TextGCN、MGAN、TextCapsule、SGNN、SGM、LEAM、ULMFiT、DGCNN、ELMo、RAM、DeepMoji、IAN、DPCNN、TopicRNN、LSTMN 、Multi-Task、HAN、CharCNN、Tree-LSTM、DAN、TextRCNN、Paragraph-Vec、TextCNN、DCNN、RNTN、MV-RNN、RAE等，浅层学习模型，如LightGBM 、SVM、XGboost、Random Forest、C4.5、CART、KNN、NB、HMM等。介绍文本分类数据集，如MR、SST、MPQA、IMDB、Yelp、

text-to-text-transfer-transformer

Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"

textclassification

several methods for text classification

textcluster

短文本聚类预处理模块 Short text cluster

textrank4zh

:deciduous_tree:从中文文本中自动提取关键词和摘要

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.

typoracracker

A extract & decryption and pack & encryption tools for typora.

uer-py

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

webcpm

Official codes for ACL 2023 paper "WebCPM: Interactive Web Search for Chinese Long-form Question Answering"