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leven

Source code and dataset for ACL2022 Findings Paper "LEVEN: A Large-Scale Chinese Legal Event Detection dataset"

ltpextraction

基于ltp的简单评论观点抽取模块

mathematics-of-machine-learning-in-vernacular

白话机器学习的数学的源码

ml-assignments

about Regression, Classification, CNN, RNN, Explainable AI, Adversarial Attack, Network Compression, Seq2Seq, GAN, Transfer Learning, Meta Learning, Life-long Learning, Reforcement Learning.

ml-notes

notes about machine learning

multi-label_classification

transform multi-label classification as sentence pair task, with more training data and information

ner-bert-pytorch

PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.

ner_demo

中文命名实体识别NER。用keras实现BILSTM+CRF、IDCNN+CRF、BERT+BILSTM+CRF进行实体识别。结果当然是BERT+BILSTM+CRF最好啦。

paddlenlp

An NLP library with Awesome pre-trained Transformer models and easy-to-use interface, supporting wide-range of NLP tasks from research to industrial applications.

piqn

Code for "Parallel Instance Query Network for Named Entity Recognition", accepted at ACL 2022.

proir_mixup_charge

code for paper

pumpkin-book

《机器学习》（西瓜书）公式推导解析，在线阅读地址：https://datawhalechina.github.io/pumpkin-book

pytorch-bert-crf-ner

KoBERT와 CRF로 만든 한국어 개체명인식기 (BERT+CRF based Named Entity Recognition model for Korean)

spert

PyTorch code for SpERT: Span-based Entity and Relation Transformer

spn4re

tplinker-joint-extraction

uniie

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