stxupengyu / LSFA
The code for our paper "Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification”
☆13Updated last year
Alternatives and similar repositories for LSFA:
Users that are interested in LSFA are comparing it to the libraries listed below
- [ACL 2024 Findings] Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification☆11Updated 3 months ago
- A curated list of papers for multi-label classification.☆68Updated 8 months ago
- ☆14Updated last year
- ☆35Updated 2 years ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated 2 years ago
- The code for our NAACL 2021 paper "HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization".☆9Updated 3 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆29Updated 3 years ago
- ☆20Updated 3 years ago
- [NAACL 2022] Contrastive Learning for Prompt-based Few-shot Language Learners☆22Updated 2 years ago
- [ACL 2024] This is the code for our paper ”RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records“.☆27Updated 5 months ago
- in this project, I've implemented the Facebook paper about fine tuning RoBERTa with contrastive loss.☆58Updated 3 years ago
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆32Updated 10 months ago
- Code for KDD 2023 long paper: MetricPrompt: Prompting Model as a Relevance Metric for Few-Shot Text Classification☆19Updated 6 months ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆66Updated last year
- ☆15Updated this week
- ☆12Updated 2 years ago
- An offical implementation of EHRDiff [TMLR]☆26Updated 7 months ago
- Source codes of the paper "Hierarchical Pretraining on Multimodal Electronic Health Records".☆16Updated 10 months ago
- Official Implementation for "Self-Gudied Contrastive Learning for BERT Sentence Representations (ACL 2021)"☆27Updated 2 years ago
- ☆13Updated 8 months ago
- The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"☆38Updated 10 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
- ☆12Updated last year
- [AAAI 2023] This is the code for our paper `Neighborhood-Regularized Self-Training for Learning with Few Labels'.☆12Updated 2 years ago
- Code and data for NAACL 2022 paper Few-Shot Document-Level Relation Extraction☆26Updated 2 years ago
- ☆11Updated 3 years ago
- Official Repository for CLRCMD (Appear in ACL2022)☆40Updated 2 years ago
- ☆13Updated 4 months ago
- [EMNLP 2023] Knowledge Rumination for Pre-trained Language Models☆16Updated last year
- ☆25Updated last year