congyingxia / IncrementalFSTC
Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs/2104.11882
☆20Updated 3 years ago
Alternatives and similar repositories for IncrementalFSTC:
Users that are interested in IncrementalFSTC are comparing it to the libraries listed below
- ☆10Updated 4 years ago
- The implementation of the ACL 2020 paper "Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks"☆24Updated 9 months ago
- Code for "Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning" published at AC…☆23Updated 2 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30Updated 3 years ago
- Implementation of the EMNLP 2020 paper "Counterfactual Generator: A Weakly-Supervised Method for Named Entity Recognition".☆52Updated 4 years ago
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆43Updated 3 years ago
- Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models☆16Updated 3 years ago
- Source codes for the paper "Local Additivity Based Data Augmentation for Semi-supervised NER"☆43Updated 2 years ago
- Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging☆27Updated 2 years ago
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Updated 2 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- ☆10Updated 3 years ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- ☆10Updated 3 years ago
- Meta-learning for NLP☆50Updated 4 years ago
- ☆13Updated 3 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 3 years ago
- Code for NAACL2022 Long Paper "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"☆27Updated 2 years ago
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Updated 3 years ago
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆30Updated 3 years ago
- ☆18Updated 4 years ago
- The source code of paper "Semi-supervised Relation Extraction via Incremental Meta Self-Training"☆21Updated 4 years ago
- The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.☆43Updated 3 years ago
- ☆24Updated 4 years ago
- Code for the paper "Relation of the Relations: A New Formalization of the Relation Extraction Problem"☆27Updated last year
- Deep Unknown Intent Detection with Margin Loss (ACL2019)☆34Updated 2 years ago
- ☆18Updated 3 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆30Updated 4 years ago
- The repository for the paper "Is Killed More Significant than Fled? A Contextual Model for Salient Event Detection"☆10Updated 2 years ago
- Code for NAACL 2022 paper "Automatic Multi-Label Prompting: Simple and Interpretable Few-Shot Classification"☆25Updated 2 years ago