hierarchical-classification
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Hierarchy-Aware Global Model for Hierarchical Text Classification
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Nov 28, 2022 - Python
Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019
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Jul 14, 2021 - Python
PyTorch Implementation of Deep Hierarchical Classification for Category Prediction in E-commerce System
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Jan 14, 2022 - Python
[AAAI 2019] Weakly-Supervised Hierarchical Text Classification
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Dec 11, 2021 - Python
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)
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Apr 2, 2024 - Python
Code and results accompanying our paper titled CHiLS: Zero-Shot Image Classification with Hierarchical Label Sets
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Jun 4, 2023 - Python
Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)
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Apr 2, 2024 - Python
Code for the paper "Modeling Text-Label Alignment for Hierarchical Text Classification" acepted in ECML PKDD 2024
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Mar 25, 2025 - Python
Code for the paper Joint Learning of Hyperbolic Label Embeddings for Hierarchical Multi-label Classification (EACL '21)
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Nov 3, 2021 - Python
The dataset and code for the EMNLP 2022 paper "Hierarchical Multi-Label Classification of Scientific Documents" are released here.
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Mar 29, 2023 - HTML
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.
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Apr 30, 2021 - Python
ISWC2020 Semantic Web Challenge - Product Classification Top1 Solution
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Nov 18, 2020 - Python
Code for the paper "Local Hierarchy-Aware Text-Label Association for Hierarchical Text Classification" acepted in DSAA 2024
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Mar 18, 2025 - Python
Code for the paper "Label hierarchy alignment for improved hierarchical text classification" acepted in 2023 IEEE Bigdata
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Mar 18, 2025 - Python
Reference implementation of "Tree Methods for Hierarchical Classification in Parallel" (Heinsen, 2022) in PyTorch.
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Dec 16, 2022 - Python
Vision-Language Models Toolbox: Your all-in-one solution for multimodal research and experimentation
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Feb 16, 2025 - Jupyter Notebook
ORACLE - The first hierarchical deep-learning model for real-time, context-aware classification of the LSST alert stream
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Oct 22, 2025 - Jupyter Notebook
CNN for hierarchical text classification
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Apr 22, 2019 - Python
A real-time American Sign Language (ASL) recognition system
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Mar 25, 2025 - Jupyter Notebook
PyEDCR is a metacognitive neuro-symbolic method for learning error detection and correction rules in deployed ML models using combinatorial sub-modular set optimization
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Feb 19, 2025 - Python
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