zhuchen03 / FreeLB
Adversarial Training for Natural Language Understanding
☆251Updated last year
Alternatives and similar repositories for FreeLB:
Users that are interested in FreeLB are comparing it to the libraries listed below
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆184Updated last year
- pytorch implementation for Patient Knowledge Distillation for BERT Model Compression☆202Updated 5 years ago
- UDA(Unsupervised Data Augmentation) implemented by pytorch☆276Updated 5 years ago
- ☆121Updated 6 years ago
- Code for EMNLP2020 long paper: BERT-Attack: Adversarial Attack Against BERT Using BERT☆196Updated 4 years ago
- ⛵️The official PyTorch implementation for "BERT-of-Theseus: Compressing BERT by Progressive Module Replacing" (EMNLP 2020).☆312Updated last year
- A list of recent papers about Meta / few-shot learning methods applied in NLP areas.☆231Updated 4 years ago
- Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.☆116Updated 4 years ago
- Pytorch version of BERT-whitening☆308Updated 3 years ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆88Updated 4 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆258Updated 4 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆355Updated 4 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆533Updated 3 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆243Updated 2 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆153Updated 3 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- ☆78Updated 2 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 5 years ago
- Code for ACL 2020 paper "Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT"☆104Updated last year
- The score code of FastBERT (ACL2020)☆605Updated 3 years ago
- Pytorch implementation of Bert and Pals: Projected Attention Layers for Efficient Adaptation in Multi-Task Learning (https://arxiv.org/ab…☆82Updated 6 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☆93Updated 2 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆367Updated 3 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆91Updated 3 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆127Updated 2 years ago
- Code for the paper "Are Sixteen Heads Really Better than One?"☆171Updated 5 years ago
- 简单的向量白化改善句向量质量☆484Updated 3 years ago
- Pattern-Exploiting Training在中文上的简单实验☆171Updated 4 years ago
- Code for Adversarial Training Methods for Semi-Supervised Text Classification☆123Updated 6 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago