yourh / AttentionXMLLinks
Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classification"
☆243Updated 2 years ago
Alternatives and similar repositories for AttentionXML
Users that are interested in AttentionXML are comparing it to the libraries listed below
Sorting:
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆138Updated 4 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 3 years ago
- "Few-shot Text Classification with Distributional Signatures" ICLR 2020☆258Updated 4 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆215Updated 2 years ago
- LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification☆98Updated 3 years ago
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆86Updated 3 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆327Updated last year
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- MixText: Linguistically-Informed Interpolation of Hidden Space for Semi-Supervised Text Classification☆357Updated 4 years ago
- MTM☆142Updated 2 years ago
- ☆50Updated 4 years ago
- UDA(Unsupervised Data Augmentation) implemented by pytorch☆276Updated 5 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆62Updated last year
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆83Updated 2 years ago
- ☆120Updated 5 years ago
- Adversarial Training for Natural Language Understanding☆251Updated last year
- Plot the vector graph of attention based text visualisation☆372Updated 6 years ago
- Semantics-aware BERT for Language Understanding (AAAI 2020)☆287Updated 2 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆172Updated 2 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆392Updated 3 years ago
- ☆126Updated last year
- ☆323Updated 6 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆274Updated last year
- Contextual augmentation, a text data augmentation using a bidirectional language model.☆192Updated 5 years ago
- Hierarchical-Attention-Network☆46Updated 2 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆374Updated 4 years ago
- Code and data of ACL 2021 paper "Few-NERD: A Few-shot Named Entity Recognition Dataset"☆396Updated last year
- Bayesian Deep Active Learning for Natural Language Processing Tasks☆147Updated 6 years ago
- Lexicon-based Named Entity Recognition☆157Updated 2 years ago