WangJiuniu / adversarial_trainingLinks
Pytorch implementation of the methods proposed in **Adversarial Training Methods for Semi-Supervised Text Classification** on IMDB dataset
☆44Updated 6 years ago
Alternatives and similar repositories for adversarial_training
Users that are interested in adversarial_training are comparing it to the libraries listed below
Sorting:
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Updated 2 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 years ago
- ☆94Updated 5 years ago
- ☆121Updated 6 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 5 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Updated 5 years ago
- Adversarial perturbations on word embeddings of BERT☆13Updated 4 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42Updated 5 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- ☆50Updated 2 years ago
- MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)☆54Updated 2 years ago
- Code for SIGIR 2019 paper titled "Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network"☆24Updated last year
- end-to-end dialog system dataset☆13Updated 6 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- ☆63Updated 5 years ago
- Code for "A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis." on EMNLP 2019.☆21Updated 5 years ago
- The code of IJCAI2019 paper "RTHN: A RNN-Transformer Hierarchical Network for Emotion Cause Extraction".☆40Updated 5 years ago
- Multi-cell compositional LSTM for NER domain adaptation, code for ACL 2020 paper☆29Updated 4 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆50Updated 5 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 5 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Updated last year
- Official implementation of AAAI-21 paper "Label Confusion Learning to Enhance Text Classification Models"☆119Updated 3 years ago
- ☆57Updated 6 years ago
- Exploiting Coarse-to-Fine Task Transfer for Aspect-level Sentiment Classification (AAAI'19)☆44Updated 6 years ago
- Adversarial Training for NLP in Keras☆46Updated 5 years ago
- finetune bert for small dataset text classification in a few-shot learning manner using ProtoNet☆27Updated 4 years ago
- Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)☆85Updated 6 years ago
- Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.☆118Updated 5 years ago
- ☆84Updated 6 years ago