wutong8023 / Awesome_Few_Shot_LearningLinks
Advances of few-shot learning, especially for NLP applications.
☆32Updated 2 years ago
Alternatives and similar repositories for Awesome_Few_Shot_Learning
Users that are interested in Awesome_Few_Shot_Learning are comparing it to the libraries listed below
Sorting:
- ☆67Updated last year
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆87Updated 3 years ago
- Code for "Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning" published at AC…☆23Updated 3 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆28Updated 4 years ago
- ☆19Updated 3 years ago
- The source code of paper "Semi-supervised Relation Extraction via Incremental Meta Self-Training"☆22Updated 5 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30Updated 4 years ago
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs…☆20Updated 4 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆62Updated 4 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)☆26Updated 3 years ago
- ☆57Updated 3 years ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 3 years ago
- The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.☆43Updated 4 years ago
- code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"☆25Updated last year
- Good Examples Make A Faster Learner: Simple Demonstration-based Learning for Low-resource NER (ACL 2022)☆44Updated 3 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆42Updated 2 years ago
- ICLR 2022☆18Updated 3 years ago
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Updated 3 years ago
- ☆73Updated 3 years ago
- Code of paper Exploring Task Difficulty for Few-Shot Relation Extraction. https://arxiv.org/abs/2109.05473☆35Updated 4 years ago
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Updated 3 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Updated 3 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆44Updated 2 years ago
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Updated 4 years ago
- Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models☆16Updated 4 years ago
- Official PyTorch Implementation of SSMix (Findings of ACL 2021)☆64Updated 4 years ago
- ☆80Updated 3 years ago
- Code and data for NAACL 2022 paper Few-Shot Document-Level Relation Extraction☆26Updated 3 years ago