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awesome-image-classification

A curated list of deep learning image classification papers and codes

bert-ccpoem

BERT-CCPoem is an BERT-based pre-trained model particularly for Chinese classical poetry

chinese-resume-classification

chinese-text-classification-pytorch

中文文本分类任务，基于PyTorch实现（TextCNN，TextRNN，FastText，TextRCNN，BiLSTM_Attention, DPCNN, Transformer，Bert，ERNIE），开箱即用！

cleam-bert

Correlation Learning with Enhanced Attention Mechanism of BERT for Multi-Label Text Classification

cnn-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

codeshare

The repository is used to record some useful and reusable codes.

convnext

Code release for ConvNeXt model

cs

no

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

gujibert-and-gujigpt

guwen-unilm

本仓库是基于bert4keras实现的古文-现代文翻译模型。具体使用了基于掩码自注意力机制的UNILM(Li al., 2019)预训练模型作为翻译系统的backbone。我们首先使用了普通的中文（现代文）BERT、Roberta权重作为UNILM的初始权重以训练UNILM模型（具体在文中分别为B-UNILM以及R-UNILM）。为了更好的使UNILM模型适应古文的特性，我们尝试使用了在古文预训练模型Guwen-BERT，作为UNILM的初始权重，并且获得了最优的效果。

han-transformers

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

orchestra-dataset

ORCHESTRA is a comprehensive dataset of classical Chinese poetry, with data sourced from SouYun Website

pkg-bert

Source code and data for the paper A Multi-Modal Knowledge Graph for Classical Chinese Poetry which is accepted by the Findings of EMNLP 2022.

poems-db

比较全的中华古诗古词古文库，包括21万首古诗词，以及注释、赏析等信息，包含10000多名诗人以及诗人的介绍、生平等，同时包含，1600多个词牌介绍，**70多个朝代解析，和古诗文的近200个分类标签

poetry-dataset

Chinese classical poetry dataset. 中文绝句诗歌数据集，欢迎使用。

pwc

This repository is no longer maintained.

py

Repository to store sample python programs for python learning

python-100-days

Python - 100天从新手到大师

read_bert_code

Bert源码阅读与讲解(Pytorch版本)-以BERT文本分类代码为例子

retromae

Codebase for RetroMAE and beyond.

sikubert-for-digital-humanities-and-classical-chinese-information-processing

SikuBERT：四库全书的预训练语言模型（四库BERT） Pre-training Model of Siku Quanshu

sikufenci

一个面向繁体中文古籍分词的python工具包

stanza

Stanford NLP Python library for tokenization, sentence segmentation, NER, and parsing of many human languages

tcn-with-attention

Character based Temporal Convolutional Networks + Attention Layer

text-classification-cnn-rnn

CNN-RNN中文文本分类，基于TensorFlow

text-classification-pytorch

CNN BiGRU ensembled-method