Rooooyy / HILL
Official implementation for NAACL 2024 paper "HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification".
☆15Updated 9 months ago
Alternatives and similar repositories for HILL:
Users that are interested in HILL are comparing it to the libraries listed below
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆32Updated 9 months ago
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆46Updated last year
- The code for our NAACL 2021 paper "HTCInfoMax: A Global Model for Hierarchical Text Classification via Information Maximization".☆10Updated 3 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆132Updated 8 months ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆64Updated last year
- The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"☆38Updated 9 months ago
- ☆12Updated last year
- [ACL 2024 Findings] Hierarchy-aware Biased Bound Margin Loss Function for Hierarchical Text Classification☆10Updated 2 months ago
- The code for our paper "Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification”☆13Updated last year
- A curated list of papers for multi-label classification.☆67Updated 7 months ago
- learn jiu wan shier l☆52Updated 3 years ago
- PyTorch implementation of Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network☆49Updated 2 years ago
- Summary and comparison of Chinese classification models☆34Updated 2 years ago
- Multi-Label Text Classification Based On Bert☆19Updated last year
- WoBERT_pytorch☆40Updated 3 years ago
- SimCSE☆12Updated 2 years ago
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification☆24Updated 2 years ago
- Code for the paper `Text Classification via Large Language Models`.☆78Updated last year
- ☆57Updated 2 years ago
- 无监督中文关键词抽取(Keyphrase Extraction),基于统计,基于图【LDA与PageRank(TextRank, TPR, Salience Rank, Single TPR等)】,基于嵌入【SIFRank等】,开箱即用!☆104Updated 2 years ago
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆157Updated 2 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆29Updated 3 years ago
- Baselines for CCKS 2022 Task "Product Knowledge Graph Alignment"☆29Updated last year
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Updated 3 years ago
- Robust Self-augmentation for NER with Meta-reweighting☆29Updated 2 years ago
- Implemention of NER model on chinese dataset.☆70Updated last year
- ☆24Updated last year
- ☆13Updated 3 years ago
- ☆14Updated last year
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆27Updated last year