DunZhang / KnowledgeDistillation
A general framework for knowledge distillation
☆49Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for KnowledgeDistillation
- Distilling Task-Specific Knowledge from BERT into Simple Neural Networks.☆12Updated 4 years ago
- pytorch implementation for Patient Knowledge Distillation for BERT Model Compression☆199Updated 5 years ago
- Adversarial Training for NLP in Keras☆46Updated 4 years ago
- NLP中文预训练模型泛化能力挑战赛☆42Updated 3 years ago
- Knowledge Distillation from BERT☆51Updated 5 years ago
- 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。☆213Updated 2 years ago
- Codes for "Learning Sparse Sharing Architectures for Multiple Tasks"☆89Updated 4 years ago
- Implementation of papers for text classification task on SST-1/SST-2☆62Updated 3 months ago
- ☆14Updated 5 years ago
- Example code for paper "Distilling Knowledge from Well-informed Soft Labels for Neural Relation Extraction" (AAAI 2020).☆22Updated 4 years ago
- ☆40Updated 3 years ago
- bert annotation, input and output for people from scratch, 代码注释, 有每一步的输入和输出, 适合初学者☆92Updated 2 years ago
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆113Updated 2 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 4 years ago
- 对ACL2020 FastBERT论文的复现,论文地址//arxiv.org/pdf/2004.02178.pdf☆191Updated 2 years ago
- R-Drop方法在中文任务上的简单实验☆90Updated 2 years ago
- Exploring mixup strategies for text classification☆29Updated 3 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42Updated 4 years ago
- a simple pytorch implement of Multi-Sample Dropout☆56Updated 5 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆41Updated 5 years ago
- 第一名克莱登大学二队方案分享☆17Updated 3 years ago
- 基于多模态的属性抽取☆44Updated 4 years ago
- 天池人工智能创新赛3-ch12hu团队周星星分享☆26Updated 3 years ago
- ccks2022 task9 subtask2 商品同款识别☆37Updated last year
- pytorch版simcse无监督语义相似模型☆22Updated 3 years ago
- NLP中文预训练模型泛化能力挑战赛(https://tianchi.aliyun.com/competition/entrance/531841/introduction?spm=5176.12281957.1004.2.7a883eafYhYhOq)☆32Updated 3 years ago
- 2020智源-京东多模态对话挑战大赛第二名方案☆34Updated last year
- First place solution of WSDM CUP 2020, pairwise-bert, lightgbm☆89Updated 4 years ago