Chengwei Qin's repositories
apex
A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch
BERT-BiLSTM-CRF-NER
Tensorflow solution of NER task Using BiLSTM-CRF model with Google BERT Fine-tuning And private Server services
BERT-Relation-Extraction
PyTorch implementation for "Matching the Blanks: Distributional Similarity for Relation Learning" paper
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).
entity-recognition-datasets
A collection of corpora for named entity recognition (NER) and entity recognition tasks. These annotated datasets cover a variety of languages, domains and entity types.
ERNIE
Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
fairseq
Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
fastNLP
fastNLP: A Modularized and Extensible NLP Framework. Currently still in incubation.
knowledge-distillation-pytorch
A PyTorch implementation for exploring deep and shallow knowledge distillation (KD) experiments with flexibility
LAMOL
Code for LAMOL: LAnguage MOdeling for Lifelong Language Learning
LatticeLSTM
Chinese NER using Lattice LSTM. Code for ACL 2018 paper.
LexiconAugmentedNER
Reject complicated operations for incorporating lexicon for Chinese NER.
ltp
Language Technology Platform
mrcl
Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"
NCRFpp
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
Neural-Snowball
Code and dataset of AAAI2020 Paper Neural Snowball for Few-Shot Relation Learning
NLP-progress
Repository to track the progress in Natural Language Processing (NLP), including the datasets and the current state-of-the-art for the most common NLP tasks.
OntoNotes-5.0-NER
该repo可用于将OntoNotes-5.0转换为Conll格式
OpenKE
An Open-Source Package for Knowledge Embedding (KE)
OpenNRE
An Open-Source Package for Neural Relation Extraction (NRE)
pytorch-handbook
pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
seqeval
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
text
Data loaders and abstractions for text and NLP
VariationalPrototypeReplaysCL
Continual learning using variational prototype replays