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:
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 years ago
- A PyTorch implementation of "Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation"☆56Updated 5 years ago
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆35Updated 3 years ago
- ☆121Updated 6 years ago
- Learning To Compare For Text , Few shot learning in text classification☆42Updated 5 years ago
- MASKER: Masked Keyword Regularization for Reliable Text Classification (AAAI 2021)☆54Updated 2 years ago
- ☆94Updated 5 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 5 years ago
- this repository contains the source code for the ACL 2019 paper "Generating Long and Informative Reviews with Aspect-Aware Coarse-to-Fine…☆37Updated 6 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- ☆50Updated 2 years ago
- Sequence Encoding via Dynamic Routing for Text Classification☆60Updated 7 years ago
- Towards Scalable and Reliable Capsule Networks for Challenging NLP Applications☆121Updated 5 years ago
- Codes for our paper at EMNLP2019☆36Updated 5 years ago
- Code for "A Novel Aspect-Guided Deep Transition Model for Aspect Based Sentiment Analysis." on EMNLP 2019.☆21Updated 5 years ago
- Semi-supervised Learning for Sentiment Analysis☆54Updated 5 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆50Updated 5 years ago
- Code for ACL 2020 paper "Perturbed Masking: Parameter-free Probing for Analyzing and Interpreting BERT"☆105Updated 2 years ago
- Few-shot binary text classification with Induction Networks and Word2Vec weights initialization☆109Updated last year
- Code for SIGIR 2019 paper titled "Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network"☆24Updated 2 years ago
- Code for the paper Learning Domain-specific Representations for Multi-Domain Sentiment Classification☆30Updated 6 years ago
- Attention-based Induction Networks for Few-Shot Text Classification☆45Updated 5 years ago
- ☆39Updated 6 years ago
- Adversarial Adaptation with Distillation for BERT Unsupervised Domain Adaptation☆34Updated 5 years ago
- Language-Adversarial Training for Cross-Lingual Text Classification (TACL)☆62Updated 5 years ago
- Adversarial perturbations on word embeddings of BERT☆13Updated 4 years ago
- Code for the RecAdam paper: Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting.☆118Updated 5 years ago
- Library of various Few-Shot Learning frameworks for text classification☆60Updated 3 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- An Integrated Approach for Keyphrase Generation via Exploring the Power of Retrieval and Extraction☆38Updated 3 years ago