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hierarchical-classification

Here are 40 public repositories matching this topic...

Alibaba-NLP / HiAGM

Hierarchy-Aware Global Model for Hierarchical Text Classification

text-classification hierarchical-classification graph-neural-networks

Updated Nov 28, 2022
Python

morningmoni / HiLAP

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

reinforcement-learning text-classification hierarchical-classification

Updated Jul 14, 2021
Python

Ugenteraan / Deep_Hierarchical_Classification

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

python deep-learning pytorch neural-networks image-classification hierarchical-models hierarchical-classification pytorch-implementation

Updated Jan 14, 2022
Python

yumeng5 / WeSHClass

[AAAI 2019] Weakly-Supervised Hierarchical Text Classification

neural-network text-classification keras weakly-supervised-learning hierarchical-classification

Updated Dec 11, 2021
Python

yuzhimanhua / HiGitClass

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

metadata text-classification weakly-supervised-learning repository-mining hierarchical-classification

Updated Apr 2, 2024
Python

yuzhimanhua / HIMECat

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

metadata text-classification weakly-supervised-learning hierarchical-classification

Updated Apr 2, 2024
Python

acmi-lab / CHILS

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

machine-learning hierarchical-classification

Updated Jun 4, 2023
Python

havelhakimi / TLA

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

nlp text-classification hierarchical-classification

Updated Nov 4, 2024
Python

soumyac1999 / hyperbolic-label-emb-for-hmc

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

multilabel-classification hierarchical-classification hyperbolic-embeddings hyperbolic-label-embeddings

Updated Nov 3, 2021
Python

msadat3 / SciHTC

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

multi-label-classification topic-classification hierarchical-classification scientific-paper-classification topic-classification-dataset

Updated Mar 29, 2023
HTML

wbsg-uni-mannheim / productCategorization

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.

language-modelling hierarchical-classification product-categorization transformer-models

Updated Apr 30, 2021
Python

AlexYangLi / iswc2020_prodcls

ISWC2020 Semantic Web Challenge - Product Classification Top1 Solution

text-classification bert pseudo-labeling hierarchical-classification bert-classifier

Updated Nov 18, 2020
Python

glassroom / heinsen_tree

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

tree paper pytorch wordnet classification hierarchical hierarchical-classification heinsen-tree semantic-tree wordnet-classification

Updated Dec 16, 2022
Python

fanway / HCCNN

CNN for hierarchical text classification

tensorflow word2vec keras cnn gensim cnn-keras cnn-text-classification hierarchical-classification

Updated Apr 22, 2019
Python

AlouiAmine / Entity-Discovery-And-Linking-System-2019

natural-language-processing deep-learning pytorch named-entity-recognition hierarchical-data keras-tensorflow ontonotes hierarchical-classification bert-ner

Updated Aug 27, 2019
Jupyter Notebook

lab-v2 / PyEDCR

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.

data-science machine-learning deep-learning logic artificial-intelligence metacognition error-detection-correction neuro-symbolic-learning hierarchical-classification neuro-symbolic-ai

Updated Nov 7, 2024
Python

titicaca / hierarchical-text-classification

Implementation of Hierarchical Text Classification

text-classification classification-algorithm hierarchical-classification

Updated Sep 1, 2018
Python

tasrif-khondaker / H-CapsNet

H-CapsNet: A Capsule Network for Hierarchical Image Classification

deep-neural-networks tensorflow image-classification deeplearning hierarchical-data multi-label-classification hierarchical-models fine-grained-classification capsule-network hierarchical-classification hierarchical-multilabel coarse-to-fine hierarchical-multitask-learning hierarchical-image-classification hierarchical-labels hierarchical-label-tree hierarchical-multilabel-classification

Updated Aug 27, 2024
Jupyter Notebook

awaismohammad23 / Organizational-Hierarchy-In-ReactFlow

This repo contains a simple hierarchy of an organization which will show that how the member structure looks in an organization.

react flow components organization reactjs hierarchy trees hierarchical-classification react-hooks reactflow

Updated Jan 10, 2024
JavaScript

linhaowei1 / HMC

The code of Hierarchical Multi-label Classification (HMC). It is a final course project of Natural Language Processing and Deep Learning, 2022 Fall.

nlp multi-label-classification nlp-machine-learning hierarchical-models hierarchical-classification deberta

Updated Nov 30, 2022
Python

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