zhuchen03 / FreeLBLinks
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
Sorting:
- pytorch implementation for Patient Knowledge Distillation for BERT Model Compression☆201Updated 5 years ago
- Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.☆117Updated 4 years ago
- ☆121Updated 6 years ago
- For the code release of our arXiv paper "Revisiting Few-sample BERT Fine-tuning" (https://arxiv.org/abs/2006.05987).☆184Updated last year
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆153Updated 3 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 ACL 2020 paper "Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT"☆104Updated last year
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆533Updated 4 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆376Updated 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☆357Updated 4 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆107Updated 3 years ago
- UDA(Unsupervised Data Augmentation) implemented by pytorch☆276Updated 5 years ago
- An attempt at replicating the Induction Network for FewRel data in Tensorflow☆177Updated 5 years ago
- ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators☆91Updated 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
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆243Updated 2 years ago
- Comparaison of adversarial training algorithms (FreeLB, FreeAT and K-PGD) on natural language tasks☆13Updated 5 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB datase…☆42Updated 6 years ago
- Code and data of the ACL 2020 paper "Word-level Textual Adversarial Attacking as Combinatorial Optimization"☆88Updated 4 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆128Updated 2 years ago
- Data Augmentation for NLP. NLP数据增强☆295Updated 4 years ago
- Re-implementation of BiDAF(Bidirectional Attention Flow for Machine Comprehension, Minjoon Seo et al., ICLR 2017) on PyTorch.☆244Updated 9 months ago
- ChID: A Large-scale Chinese IDiom Dataset for Cloze Test☆150Updated 2 years ago
- ☆96Updated 4 years ago
- Code and dataset of AAAI2019 paper Hybrid Attention-Based Prototypical Networks for Noisy Few-Shot Relation Classification☆189Updated 6 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 5 years ago