LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification
☆99Mar 17, 2022Updated 4 years ago
Alternatives and similar repositories for LightXML
Users that are interested in LightXML are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning☆24Jul 25, 2022Updated 3 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆252Sep 30, 2022Updated 3 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆144Apr 27, 2021Updated 5 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Sep 20, 2022Updated 3 years ago
- ☆19Jun 4, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆53Dec 22, 2020Updated 5 years ago
- OTSeq2Set, XMTC☆11Dec 31, 2022Updated 3 years ago
- Chronos: Zero-Shot Identification of Libraries from Vulnerability Reports (ICSE 2023, Technical Track)☆11Jul 23, 2023Updated 2 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆64Feb 11, 2024Updated 2 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- ☆17Oct 11, 2023Updated 2 years ago
- Implementation of DeepXML☆65Mar 24, 2022Updated 4 years ago
- Source code for WWW 2019 paper "Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification"☆13May 3, 2019Updated 7 years ago
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆48Sep 4, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification☆34Oct 28, 2021Updated 4 years ago
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆51Mar 9, 2021Updated 5 years ago
- Tools for multi-label classification problems.☆127Apr 19, 2025Updated last year
- code for paper submission "Bonsai - Diverse and Shallow Trees for ExtremeMulti-label Classification"☆29Jul 27, 2019Updated 6 years ago
- The code for our paper "Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification”☆13Apr 20, 2023Updated 3 years ago
- Library for fast text representation and extreme classification.☆152Dec 20, 2020Updated 5 years ago
- Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)☆32Jun 21, 2025Updated last year
- Code used for the VICTOR dataset paper☆21Jun 17, 2020Updated 6 years ago
- PECOS - Prediction for Enormous and Correlated Spaces☆542Feb 1, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆328May 27, 2024Updated 2 years ago
- A tensorflow2.0 implementation of triplet loss with online hard mining strategy☆14Jul 6, 2019Updated 6 years ago
- ☆23Nov 25, 2021Updated 4 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆230Nov 28, 2022Updated 3 years ago
- Source code of the AAAI-2020 paper "Topic Modeling on Document Networks with Adjacent-Encoder"☆10Jul 14, 2020Updated 5 years ago
- The code for "Does Head Label Help for Long-Tailed Multi-Label Text Classific"☆28Apr 20, 2021Updated 5 years ago
- Probabilistic Label Tree for Extreme Classification☆24Dec 5, 2017Updated 8 years ago
- ☆15Aug 23, 2023Updated 2 years ago
- ☆18Feb 22, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Extreme Multi-label Text Classification based on X-BERT with GCN and Clustering modules☆11Nov 10, 2019Updated 6 years ago
- pytorch maml with Multi-GPUs, fast and simplest implementation☆13Dec 4, 2020Updated 5 years ago
- pytorch implementation of multi-label text classification, includes kinds of models and pretrained. Especially for Chinese preprocessing.☆79Dec 1, 2019Updated 6 years ago
- FastXML / PFastXML / PFastreXML - Implementation of Extreme Multi-label Classification☆149Jun 19, 2024Updated 2 years ago
- ☆11Jun 1, 2021Updated 5 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆140May 14, 2024Updated 2 years ago
- ☆11Dec 31, 2020Updated 5 years ago