pikapi111 Goto Github PK

awesome-knowledge-distillation

Awesome Knowledge-Distillation. 分类整理的知识蒸馏paper(2014-2021)。

bert-ner-pytorch

Chinese NER(Named Entity Recognition) using BERT(Softmax, CRF, Span)

bert-pytorch

Google AI 2018 BERT pytorch implementation

bertdistilforclassification

An Unofficial Implementation for Distilling Task-Specific Knowledge from BERT into Simple Neural Networks

clner

[ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning

cluener2020

A PyTorch implementation of a BiLSTM\BERT\Roberta(+CRF) model for Named Entity Recognition.

copyisallyouneed

efficient-kd

few-nerd

Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"

knowledgedistillation

Knowledge distillation in text classification with pytorch. 知识蒸馏，中文文本分类，教师模型BERT、XLNET，学生模型biLSTM。

metadistil

Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".

nlp-beginner

NLP上手教程

pikapi111.github.io

sdnet

structshot

Simple and Effective Few-Shot Named Entity Recognition with Structured Nearest Neighbor Learning

tinybert

简洁易用版TinyBert：基于Bert进行知识蒸馏的预训练语言模型