wutong8023 / Awesome_Few_Shot_LearningLinks
Advances of few-shot learning, especially for NLP applications.
☆31Updated 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:
- Code for "Distantly Supervised Named Entity Recognition via Confidence-Based Multi-Class Positive and Unlabeled Learning" published at AC…☆23Updated 2 years ago
- ☆67Updated last year
- Incremental Few-shot Text Classification with Multi-round New Classes: Formulation, Dataset and System. NAACL 2021. https://arxiv.org/abs…☆20Updated 4 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆86Updated 3 years ago
- Code for AAAI2021 paper: Few-Shot Learning for Multi-label Intent Detection.☆109Updated 3 years ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)☆26Updated 3 years ago
- Source code for our EMNLP'21 paper 《Raise a Child in Large Language Model: Towards Effective and Generalizable Fine-tuning》☆61Updated 3 years ago
- ☆57Updated 2 years ago
- ☆19Updated 3 years ago
- Code for 'Prototypical Representation Learning for Relation Extraction'.☆30Updated 4 years ago
- Official code for the paper "PADA: Example-based Prompt Learning for on-the-fly Adaptation to Unseen Domains".☆51Updated 3 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆28Updated 4 years ago
- ICLR 2022☆18Updated 3 years ago
- Code for our AAAI2021 paper: Token-Aware Virtual Adversarial Training For Language Understanding.☆25Updated 4 years ago
- The source code of paper "Semi-supervised Relation Extraction via Incremental Meta Self-Training"☆22Updated 4 years ago
- The repository for our EMNLP'20 paper SeqMix: Augmenting Active Sequence Labeling via Sequence Mixup.☆43Updated 4 years ago
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Updated 3 years ago
- Code for ACL22 findings paper: Inverse is Better! Fast and Accurate Prompt for Slot Tagging☆27Updated 3 years ago
- Codes for the paper: "Continual Learning for Text Classification with Information Disentanglement Based Regularization"☆45Updated 2 years ago
- The code of "Few-Shot Event Detection with Prototypical Amortized Conditional Random Field", Findings of ACL 2021☆31Updated 3 years ago
- code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"☆25Updated last year
- The code for lifelong few-shot language learning☆55Updated 3 years ago
- Papers for Open Knowledge Discovery☆120Updated last year
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Updated 3 years ago
- ☆79Updated 3 years ago
- ☆38Updated 5 years ago
- ☆23Updated 5 years ago
- Code for NAACL2022 Long Paper "An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling"☆28Updated 2 years ago
- Code of paper Exploring Task Difficulty for Few-Shot Relation Extraction. https://arxiv.org/abs/2109.05473☆35Updated 4 years ago