Hierarchy-Aware Global Model for Hierarchical Text Classification

Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019

PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets

Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)

Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024

Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)

The dataset and code for the EMNLP 2022 paper "Hierarchical Multi-Label Classification of Scientific Documents" are released here.

This repository contains code and data download instructions for the workshop paper "Improving Hierarchical Product Classification using Domain-specific Language Modelling" by Alexander Brinkmann and Christian Bizer.

ISWC2020 Semantic Web Challenge - Product Classification Top1 Solution

Code for the paper "Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification" acepted in DSAA 2024

Code for the paper "Label hierarchy alignment for improved hierarchical text classification" acepted in 2023 IEEE Bigdata

Reference implementation of "Tree Methods for Hierarchical Classification in Parallel" (Heinsen, 2022) in PyTorch.

CNN for hierarchical text classification

A real-time American Sign Language (ASL) recognition system

Vision-Language Models Toolbox: Your all-in-one solution for multimodal research and experimentation

ORACLE - The first hierarchical deep-learning model for real-time, context-aware classification of the LSST alert stream

H-CapsNet: A Capsule Network for Hierarchical Image Classification