NiceMartin

bert_seq2seq

pytorch实现 Bert 做seq2seq任务，使用unilm方案,现在也可以做自动摘要，文本分类，情感分析，NER，词性标注等任务,支持t5模型，支持GPT2进行文章续写。

BertSimilarity

Computing similarity of two sentences with google's BERT algorithm。利用Bert计算句子相似度。语义相似度计算。文本相似度计算。

BERT-NER

Pytorch-Named-Entity-Recognition-with-BERT

transformer-time-series-prediction

proof of concept for a transformer-based time series prediction model

DeepAR-pytorch

Text-Classification

PyTorch implementation of some text classification models (HAN, fastText, BiLSTM-Attention, TextCNN, Transformer) | 文本分类

BERT-whitening-pytorch

Pytorch version of BERT-whitening

JointBERT

Pytorch implementation of JointBERT: "BERT for Joint Intent Classification and Slot Filling"

BERT-BiLSTM-CRF-NER

Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services

HiAGM

Hierarchy-Aware Global Model for Hierarchical Text Classification

hedwig

PyTorch deep learning models for document classification

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

CogLTX

The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"

Flat-Lattice-Transformer

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

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。

bert-han

Hierarchical-Attention-Network

SIFRank_zh

基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

TimeSeries

Implementation of deep learning models for time series in PyTorch.

pytorch-cookbook

pytorch常用代码段、踩过的坑、小技巧整理，不定期更新中

BERT-CH-NER

基于BERT的中文命名实体识别

gpt2-ml

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

PLMpapers

Must-read Papers on pre-trained language models.

QREFINE-PPO

Code of paper "Generative Question Refinement with Deep Reinforcement Learning in Retrieval-based QA System"

Time-Series-ARIMA-XGBOOST-RNN

Time series forecasting for individual household power prediction: ARIMA, xgboost, RNN

TimeSeriesAnalysisWithPython

Bert-TextClassification

Implemention some Baseline Model upon Bert for Text Classification

roberta_zh

RoBERTa for Chinese

GPT2-Chinese

Chinese version of GPT2 training code, using BERT or BPE tokenizer.

ReDR

Code for ACL 2019 paper "Reinforced Dynamic Reasoning for Conversational Question Generation".

bert-cosine-sim

Fine-tune BERT to generate sentence embedding for cosine similarity