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☆138Updated 4 years ago
- Implementation for "AttentionXML: Label Tree-based Attention-Aware Deep Model for High-Performance Extreme Multi-Label Text Classificatio…☆245Updated 2 years ago
- Code for paper "Hierarchical Text Classification with Reinforced Label Assignment" EMNLP 2019☆139Updated 4 years ago
- [ACL-IJCNLP 2021] Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning☆93Updated 2 years ago
- ☆52Updated 4 years ago
- This project provides an unsupervised framework for mining and tagging quality phrases on text corpora with pretrained language models (K…☆173Updated 2 years ago
- Pytorch-version BERT-flow: One can apply BERT-flow to any PLM within Pytorch framework.☆72Updated 3 years ago
- SpanNER: Named EntityRe-/Recognition as Span Prediction☆131Updated 3 years ago
- Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data☆100Updated 2 years ago
- Code for the paper "Contextualized Weak Supervision for Text Classification"☆52Updated 4 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆300Updated 3 years ago
- ☆127Updated last year
- code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for…☆97Updated 2 years ago
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆143Updated 2 years ago
- Pytorch implementation of the paper Deep learning for extreme multi-label text classification☆63Updated last year
- [AAAI 2019] Weakly-Supervised Hierarchical Text Classification☆87Updated 3 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆223Updated 2 years ago
- [EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training☆64Updated 3 years ago
- [EMNLP 2021] Text AutoAugment: Learning Compositional Augmentation Policy for Text Classification☆129Updated 2 years ago
- IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models☆180Updated 4 years ago
- Hierarchical multi-label text classification of the BlurbGenreCollection using capsule networks.☆85Updated 2 years ago
- TriggerNER: Learning with Entity Triggers as Explanations for Named Entity Recognition (ACL 2020)☆172Updated 3 years ago
- The source code used for self-supervised taxonomy expansion method TaxoExpan, published in WWW 2020☆78Updated 3 years ago
- Pytorch Implementation of our ACL 2020 Paper "Reasoning with Latent Structure Refinement for Document-Level Relation Extraction"☆129Updated 4 years ago
- source code for paper: WhiteningBERT: An Easy Unsupervised Sentence Embedding Approach.☆56Updated 4 years ago
- Main code for "unsupervised deep keyphrase generation"☆38Updated 4 years ago
- Code repo for EMNLP21 paper "Zero-Shot Information Extraction as a Unified Text-to-Triple Translation"☆108Updated last year
- Implementation of Self-adjusting Dice Loss from "Dice Loss for Data-imbalanced NLP Tasks" paper☆108Updated 4 years ago
- Pytorch re-implementation of R-BERT model☆66Updated 5 years ago