Joy-'s repositories
mosesdecoder
Moses, the machine translation system
pytorch-crf
(Linear-chain) Conditional random field in PyTorch.
BERT-NER-Pytorch
Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)
BERT4doc-Classification
使用bert进行下游finetun的技巧Code and source for paper ``How to Fine-Tune BERT for Text Classification?``
Chinese-BERT-wwm
Pre-Training with Whole Word Masking for Chinese BERT（中文BERT-wwm系列模型）
Chinese-ELECTRA
Pre-trained Chinese ELECTRA（中文ELECTRA预训练模型）
Chinese-NLP-Corpus
Collections of Chinese NLP corpus
Chinese-XLNet
Pre-Trained Chinese XLNet（中文XLNet预训练模型）
Chinese_Coreference_Resolution
基于SpanBert的中文指代消解，pytorch实现
DuReader-Checklist-BASELINE
百度2021年语言与智能技术竞赛机器阅读理解torch版baseline/MRC_input_question_context
ERNIE-Pytorch
ERNIE Pytorch Version
External-Attention-pytorch
🍀 Pytorch implementation of various Attention Mechanisms, MLP, Re-parameter, Convolution, which is helpful to further understand papers.⭐⭐⭐
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
MRC_Competition_Dureader
机器阅读理解 冠军/亚军代码及中文预训练MRC模型
NeuralNLP-NeuralClassifier
An Open-source Neural Hierarchical Multi-label Text Classification Toolkit
NLP_ability
总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力
NLP_pytorch_project
Embedding, NMT, Text_Classification, Text_Generation, NER etc.
PERT
PERT: Pre-training BERT with Permuted Language Model
Pretrained-Language-Model
Pretrained language model and its related optimization techniques developed by Huawei Noah's Ark Lab.
QA-Survey
北航大数据高精尖中心研究张日崇团队对问答系统的总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TabletQA）和基于视觉的问答系统（VisualQA），每类系统分别对学术界和工业界进行总结。
r-drop
R-Drop方法在中文任务上的简单实验
roformer-sim
SimBERT升级版（SimBERTv2）！
SA-Net
Code for our ICASSP 2021 paper: SA-Net: Shuffle Attention for Deep Convolutional Neural Networks
SpanBERT
Code for using and evaluating SpanBERT.
Synonyms
:herb: 中文近义词：聊天机器人，智能问答工具包
tag-based-multi-span-extraction
The official implementation of EMNLP 2020, "A Simple and Effective Model for Answering Multi-span Questions".
transformers
🤗 Transformers: State-of-the-art Natural Language Processing for Pytorch, TensorFlow, and JAX.
W2NER
Source code for AAAI 2022 paper: Unified Named Entity Recognition as Word-Word Relation Classification
xf_event_extraction2020Top1
科大讯飞2020事件抽取挑战赛第一名解决方案&完整事件抽取系统