Hierarchy-Aware Global Model for Hierarchical Text Classification
☆226Nov 28, 2022Updated 3 years ago
Alternatives and similar repositories for HiAGM
Users that are interested in HiAGM are comparing it to the libraries listed below
Sorting:
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆139May 14, 2024Updated last year
- Hierarchy-aware Label Semantics Matching Network for Hierarchical Text Classification☆45Feb 21, 2023Updated 3 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆331May 27, 2024Updated last year
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆138Jul 14, 2021Updated 4 years ago
- Load and convert dataset RCV1-v2 to csv file☆35Jun 29, 2023Updated 2 years ago
- Code for ACL 2023 paper "HiTIN: Hierarchy-aware Tree Isomorphism Network for Hierarchical Text Classification"☆38Mar 27, 2024Updated last year
- Exploiting Global and Local Hierarchies for Hierarchical Text Classification☆29Dec 13, 2022Updated 3 years ago
- Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization☆125Dec 7, 2022Updated 3 years ago
- HDLTex: Hierarchical Deep Learning for Text Classification☆278Oct 10, 2024Updated last year
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆87Mar 25, 2023Updated 2 years ago
- An Open-source Neural Hierarchical Multi-label Text Classification Toolkit☆1,919Nov 18, 2025Updated 3 months ago
- Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)☆23Nov 3, 2021Updated 4 years ago
- This repository implements a prompt tuning model for hierarchical text classification. This work has been accepted as the long paper "HPT…☆68Oct 7, 2023Updated 2 years ago
- Official resources of "Hierarchical Verbalizer for Few-Shot Hierarchical Text Classification" (ACL 2023 long).☆29Jul 30, 2023Updated 2 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆49Sep 4, 2019Updated 6 years ago
- ☆12Oct 15, 2023Updated 2 years ago
- ☆129Aug 10, 2018Updated 7 years ago
- Hierarchical Neural Attention-based Classification☆25Nov 26, 2020Updated 5 years ago
- PyTorch implementation of Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network☆52Jan 13, 2023Updated 3 years ago
- Official implementation for NAACL 2024 paper "HILL: Hierarchy-aware Information Lossless Contrastive Learning for Hierarchical Text Class…☆19Mar 27, 2024Updated last year
- Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"☆14May 3, 2019Updated 6 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- Coupling Distant Annotation and Adversarial Training for Cross-Domain Chinese Word Segmentation☆22Sep 18, 2020Updated 5 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆142Apr 27, 2021Updated 4 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆98Mar 17, 2022Updated 3 years ago
- ☆11May 6, 2019Updated 6 years ago
- A curated list of papers for multi-label classification.☆74May 24, 2024Updated last year
- Code for our paper "Dual Contrastive Learning: Text Classification via Label-Aware Data Augmentation"☆167Sep 16, 2022Updated 3 years ago
- ☆65Dec 19, 2022Updated 3 years ago
- ☆279Dec 8, 2020Updated 5 years ago
- A PyTorch-based knowledge distillation toolkit for natural language processing☆1,696May 8, 2023Updated 2 years ago
- Sequence Generation Model for Multi-label Classification (COLING 2018)☆439Jan 5, 2020Updated 6 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆274Jun 12, 2023Updated 2 years ago
- [EMNLP 2021] SimCSE: Simple Contrastive Learning of Sentence Embeddings https://arxiv.org/abs/2104.08821☆3,641Oct 16, 2024Updated last year
- ☆133Jun 12, 2023Updated 2 years ago
- This repository contains code and data download instructions for the workshop paper "Improving Hierarchical Product Classification using …☆17Apr 30, 2021Updated 4 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Dec 11, 2021Updated 4 years ago
- ☆15May 26, 2021Updated 4 years ago
- ☆18Mar 3, 2023Updated 3 years ago