Text lassification: Support serveral PTMS, Semi-Supervised & Domain Transfer & Noisy Robst Loss & Distillation
- 兼容TF1 & TF2
- 二分类任务
- 多分类任务
- 有序多分类任务
- 单输入
- 双输入
- Bert
- Bert-wwm
- Roberta
- Albert
- Xlnet
- Electra
- Fasttext
- TextCNN
- TextRCNN
- DPCNN
- Multitask / Domain Transfer
- Adversarial
- Mixup
- Temporal Ensemble
- MixMatch
- Knowledge distill
- distill bert
- tiny bert
- EDA: Random Delete, Random Swap, Random Insert, Random Substitute
- Entity Replacement
- Mask MLM
- Vote
- Focal Loss
- General Cross Entropy
- Symmetric Cross Entropy
- Peer cross Entropy
- Bootstrapping
- 分层learning rate
- 模型推理