RandolphVI / Hierarchical-Multi-Label-Text-ClassificationLinks
The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》
☆327Updated last year
Alternatives and similar repositories for Hierarchical-Multi-Label-Text-Classification
Users that are interested in Hierarchical-Multi-Label-Text-Classification are comparing it to the libraries listed below
Sorting:
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆217Updated 2 years ago
- [EMNLP 2020] Text Classification Using Label Names Only: A Language Model Self-Training Approach☆299Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- ☆450Updated 2 years ago
- Pytorch-Named-Entity-Recognition-with-transformers☆210Updated 5 years ago
- A pytorch implementation of the ACL2019 paper "Simple and Effective Text Matching with Richer Alignment Features".☆305Updated 2 years ago
- Codes for "TENER: Adapting Transformer Encoder for Named Entity Recognition"☆376Updated 4 years ago
- About Muti-Label Text Classification Based on Neural Network.☆556Updated 4 years ago
- Code for ACL 2020 paper `A Unified MRC Framework for Named Entity Recognition`☆676Updated 2 years ago
- TensorFlow implementation of On the Sentence Embeddings from Pre-trained Language Models (EMNLP 2020)☆532Updated 4 years ago
- using bilstm-crf,bert and other methods to do sequence tagging task☆415Updated 2 years ago
- This repo contains a PyTorch implementation of a pretrained BERT model for multi-label text classification.☆915Updated 2 years ago
- ☆230Updated 4 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆291Updated 4 years ago
- Named Entity Recognition as Dependency Parsing☆349Updated last year
- This repo contains a PyTorch implementation of a BiLSTM-CRF model for named entity recognition task.☆120Updated 6 years ago
- 1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.☆334Updated 10 months ago
- This is the template code to use BERT for sequence lableing and text classification, in order to facilitate BERT for more tasks. Currentl…☆472Updated 2 years ago
- The repo contains the code of the ACL2020 paper `Dice Loss for Data-imbalanced NLP Tasks`☆274Updated 2 years ago
- Convolutional Neural Network based on Hierarchical Category Structure for Multi-label Short Text Categorization☆122Updated 2 years ago
- Code for our ACL 2021 paper - ConSERT: A Contrastive Framework for Self-Supervised Sentence Representation Transfer☆541Updated 3 years ago
- transform multi-label classification as sentence pair task, with more training data and information☆178Updated 5 years ago
- PyTorch solution of named entity recognition task Using Google AI's pre-trained BERT model.☆447Updated 2 years ago
- Implementation of the ESIM model for natural language inference with PyTorch☆368Updated 3 years ago
- Reject complicated operations for incorporating lexicon for Chinese NER.☆436Updated 3 years ago
- ☆278Updated 4 years ago
- ☆131Updated 2 years ago
- BERT for Multitask Learning☆548Updated 2 years ago
- The code of ACL 2019 paper: Matching Article Pairs with Graphical Decomposition and Convolutions☆236Updated 4 years ago
- Code for the ACL 2020 paper 'tBERT: Topic Models and BERT Joining Forces for Semantic Similarity Detection'.☆141Updated 2 years ago