kongds / LightXMLLinks
LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification
☆98Updated 3 years ago
Alternatives and similar repositories for LightXML
Users that are interested in LightXML are comparing it to the libraries listed below
Sorting:
- X-Transformer: Taming Pretrained Transformers for eXtreme Multi-label Text Classification☆139Updated 4 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆244Updated 3 years ago
- ☆54Updated 4 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆138Updated 4 years ago
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆72Updated 4 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆132Updated 3 years ago
- ☆128Updated last year
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆87Updated 3 years ago
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆96Updated 2 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 3 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆64Updated last year
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆143Updated 2 years ago
- Pytorch codes for "Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification"☆51Updated 4 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆225Updated 2 years ago
- Codes for SHINE published in EMNLP 2021.☆40Updated 3 years ago
- The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020☆77Updated 3 years ago
- Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"☆129Updated 4 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆174Updated 2 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆65Updated 4 years ago
- ☆70Updated last year
- PyTorch implementation of the paper "Hyperbolic Interaction Model For Hierarchical Multi-Label Classification"☆48Updated 6 years ago
- ☆121Updated 5 years ago
- MTM☆143Updated 2 years ago
- Code and Data for our EMNLP-2020 paper Weakly-Supervised Aspect-Based Sentiment Analysis via Joint Aspect-Sentiment Topic Embedding.☆49Updated 5 years ago
- ☆62Updated 2 years ago
- Code for ACL2020 paper: Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network☆154Updated 3 years ago