Lackel / Hierarchical_Weighted_SCL
[EMNLP 2022] Fine-grained Category Discovery under Coarse-grained supervision with Hierarchical Weighted Self-contrastive Learning
☆14Updated 7 months ago
Alternatives and similar repositories for Hierarchical_Weighted_SCL:
Users that are interested in Hierarchical_Weighted_SCL are comparing it to the libraries listed below
- [AAAI 2023] Generalized Category Discovery with Decoupled Prototypical Network☆33Updated 7 months ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆29Updated 3 years ago
- Advances of few-shot learning, especially for NLP applications.☆30Updated 2 years ago
- Code for KDD 2023 long paper: MetricPrompt: Prompting Model as a Relevance Metric for Few-Shot Text Classification☆19Updated 5 months ago
- Code for the AAAI 2022 publication "Well-classified Examples are Underestimated in Classification with Deep Neural Networks"☆49Updated 2 years ago
- ☆11Updated last year
- Code for EMNLP 2022 paper “Distilled Dual-Encoder Model for Vision-Language Understanding”☆29Updated last year
- Beyond Known Clusters: Probe New Prototypes for Efficient Generalized Class Discovery☆12Updated 9 months ago
- Code for our ACL2022 paper "Improving Event Representation via Simultaneous Weakly Supervised Contrastive Learning and Clustering".☆28Updated 2 years ago
- The code of "Inductive Unsupervised Domain Adaptation for Few-Shot Classification via Clustering", ECML-PKDD 2020.☆21Updated 2 years ago
- Official repo for "SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-Supervised Learning", accepted by ICLR 2023.☆20Updated 2 years ago
- ☆19Updated 3 years ago
- (Accepted By EMNLP2021 main long)TransPrompt: Towards an Automatic Transferable Prompting Framework for Few-shot Text Classification☆32Updated 2 years ago
- Code for ACL 2022 paper "BERT Learns to Teach: Knowledge Distillation with Meta Learning".☆84Updated 2 years ago
- ☆20Updated 3 years 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 and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"☆25Updated last year
- [ACL 2021] Learning Relation Alignment for Calibrated Cross-modal Retrieval☆30Updated last year
- ACL'2023: Few-shot Event Detection: An Empirical Study and a Unified View☆11Updated 10 months ago
- Official Code for 'EPiDA: An Easy Plug-in Data Augmentation Framework for High Performance Text Classification' - NAACL 2022☆23Updated 2 years ago
- Implementation of the research paper Consistent Representation Learning for Continual Relation Extraction (Findings of ACL 2022)☆25Updated 2 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆46Updated last year
- ☆35Updated 2 years ago
- code for promptCSE, emnlp 2022☆11Updated last year
- Code for "SEE-Few: Seed, Expand and Entail for Few-shot Named Entity Recognition", accepted at COLING 2022.☆12Updated 2 years ago
- ☆20Updated 2 years ago
- Code for paper "Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning"☆19Updated 3 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Updated 2 years ago
- Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models☆16Updated 3 years ago
- How Does Selective Mechanism Improve Self-attention Networks?☆27Updated 3 years ago