Rooooyy / HILLLinks
Official implementation for NAACL 2024 paper "HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Classification".
☆19Updated last year
Alternatives and similar repositories for HILL
Users that are interested in HILL are comparing it to the libraries listed below
Sorting:
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆37Updated last year
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Updated 2 years ago
- PyTorch implementation of Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network☆52Updated 2 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆138Updated last year
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆163Updated 3 years ago
- Code for the paper `Text Classification via Large Language Models`.☆83Updated 2 years ago
- The official repository for paper "LLMaAA: Making Large Language Models as Active Annotators"☆43Updated last year
- A curated list of papers for multi-label classification.☆71Updated last year
- Distilling Task-Specific Knowledge from BERT into Simple Neural Networks☆17Updated 3 years ago
- SimCSE☆15Updated 3 years ago
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification☆29Updated 2 years ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆67Updated 2 years ago
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆29Updated 2 years ago
- learn jiu wan shier l☆53Updated 4 years ago
- [ACL 2023] MANNER: A Variational Memory-Augmented Model for Cross Domain Few-Shot Named Entity Recognition☆20Updated 2 years ago
- ☆131Updated 2 years ago
- SimCSE有监督与无监督实验复现☆149Updated last year
- Code for ACL 2022 paper "CONTaiNER: Few-Shot Named Entity Recognition via Contrastive Learning"☆118Updated 3 years ago
- An Evaluation of ChatGPT on Information Extraction task, including Named Entity Recognition (NER), Relation Extraction (RE), Event Extrac…☆133Updated last year
- ☆36Updated 3 years ago
- WoBERT_pytorch☆41Updated 4 years ago
- deepspeed+trainer简单高效实现多卡微调大模型☆129Updated 2 years ago
- Code for the paper "PromptNER: Prompt Locating and Typing for Named Entity Recognition", accepted at ACL 2023.☆95Updated 2 years ago
- ☆70Updated 2 months ago
- ☆105Updated 2 years ago
- ☆35Updated 2 years ago
- Implementation of some unbalanced loss like focal_loss, dice_loss, DSC Loss, GHM Loss et.al☆267Updated 2 years ago
- ☆16Updated 2 years ago
- The source code of "Improved Graph Contrastive Learning for Short Text Classification"☆12Updated 2 months ago
- 中文bigbird预训练模型☆96Updated 3 years ago