Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024
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Updated
Oct 18, 2024 - Python
Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024
Classtree is a hierarchical classifier for images or text.
A consistency-aware deep capsule network for hierarchical multi-label image classification
H-CapsNet: A Capsule Network for Hierarchical Image Classification
PyEDCR is a package providing error detecting and corrective rules into Python. Given a model, PyEDCR's goal is to recognize when it is incorrect based on a set of conditions and then correct the incorrect prediction.
Hierarchy Generation and Exploitation through Extended LCPN Schemes
A hierarchical label handling library for Python
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)
Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)
A collection of custom Tensorflow Keras objects mostly for hierarchical multilabel learning and recommender systems
This repo contains a simple hierarchy of an organization which will show that how the member structure looks in an organization.
Code for paper: "Coherent Hierarchical Multi-Label Classification Networks". Later modified in order to handle multiple explainations
Master thesis work: Exploring hierarchical label structure for better classification of drivers of tropical deforestation
Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
The dataset and code for the EMNLP 2022 paper "Hierarchical Multi-Label Classification of Scientific Documents" are released here.
Reference implementation of "Tree Methods for Hierarchical Classification in Parallel" (Heinsen, 2022) in PyTorch.
Thesaurus app for Word Mapping based on word classification using Laravel, VueJS and D3JS
The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.
Hierarchy-Aware Global Model for Hierarchical Text Classification
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