Pytorch implementation of the paper Deep learning for extreme multi-label text classification
☆65Feb 11, 2024Updated 2 years ago
Alternatives and similar repositories for XML-CNN
Users that are interested in XML-CNN are comparing it to the libraries listed below
Sorting:
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆248Sep 30, 2022Updated 3 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Dec 15, 2019Updated 6 years ago
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆142Apr 27, 2021Updated 4 years ago
- This is the official codebase for KDD 2021 paper Generalized Zero-Shot Extreme Multi-Label Learning☆24Jul 25, 2022Updated 3 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆98Mar 17, 2022Updated 3 years ago
- DECAF: Deep Extreme Classification with Label Features☆53Mar 24, 2022Updated 3 years ago
- GalaXC: Graph Neural Networks with Labelwise Attention for Extreme Classification☆33Oct 28, 2021Updated 4 years ago
- Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization☆125Dec 7, 2022Updated 3 years ago
- Mend Your Learning Approach, Not the Data for Ranking E-Commerce Products☆23Mar 31, 2020Updated 5 years ago
- A generalized input-label embedding for text classification☆24Dec 6, 2019Updated 6 years ago
- The source code, dataset, and evaluation scripts used for SetRank, published in SIGIR 2018☆15Nov 26, 2021Updated 4 years ago
- The augmented data of the paper "Parallel Data Augmentation for Formality Style Transfer" (ACL 2020).☆12May 14, 2020Updated 5 years ago
- About Muti-Label Text Classification Based on Neural Network.☆562Nov 18, 2020Updated 5 years ago
- Code for the paper "A Deep Reinforced Sequence-to-Set Model for Multi-Label Classification"☆51Jan 6, 2020Updated 6 years ago
- Distributed similarity search☆10Mar 7, 2020Updated 5 years ago
- ☆13Dec 23, 2016Updated 9 years ago
- Tools for multi-label classification problems.☆128Apr 19, 2025Updated 10 months ago
- An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification☆91Feb 20, 2024Updated 2 years ago
- ECLARE: Extreme Classification with Label Graph Correlations☆41Mar 24, 2022Updated 3 years ago
- A Structured Self-attentive Sentence Embedding Zhouhan Lin, Minwei Feng, Cicero Nogueira dos Santos, Mo Yu, Bing Xiang, Bowen Zhou, Yoshu…☆11Nov 23, 2017Updated 8 years ago
- The code for our paper "Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification”☆13Apr 20, 2023Updated 2 years ago
- Implementation of DeepXML☆65Mar 24, 2022Updated 3 years ago
- 📰 Implementation for MSCC (Microsoft sentence completion challenge), in Tensorflow 1.0☆11May 29, 2018Updated 7 years ago
- Code for the paper "SmoothMix: Training Confidence-calibrated Smoothed Classifiers for Certified Robustness" (NeurIPS 2021)☆21Sep 27, 2022Updated 3 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Sep 20, 2022Updated 3 years ago
- The implementation of 'Effective Document Labeling with Very Few Seed Words: A Topic Modeling Approach', Chenliang Li, Jian Xing, Aixin S…☆17Nov 4, 2022Updated 3 years ago
- Symmetric Metric Learning with Adaptive Margin for Recommendation☆36Nov 18, 2019Updated 6 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆331May 27, 2024Updated last year
- 利用bert和textcnn解决多标签文本分类的demo。☆34Aug 19, 2022Updated 3 years ago
- PECOS - Prediction for Enormous and Correlated Spaces☆541Feb 1, 2025Updated last year
- maximum inner product tree☆26Jan 28, 2013Updated 13 years ago
- BERT fine-tuned for hierarchical multi-label text classification (HMLTC)☆14Jan 4, 2021Updated 5 years ago
- Implementation of Frequent-Directions algorithm for efficient matrix sketching [E. Liberty, SIGKDD2013]☆27Apr 19, 2015Updated 10 years ago
- Multi-modal data augmentation for machine learning☆16Jun 4, 2019Updated 6 years ago
- Code for paper "On Sampling Strategies for Neural Network-based Collaborative Filtering"☆39Oct 1, 2017Updated 8 years ago
- ☆16Nov 8, 2023Updated 2 years ago
- PyTorch实现的多标签的文本分类☆14Apr 14, 2019Updated 6 years ago
- Implementation for paper "A Knowledge-Enhanced Pretraining Model for Commonsense Story Generation"☆24Mar 1, 2020Updated 6 years ago
- ☆54Dec 22, 2020Updated 5 years ago