adrinta / MAGNETLinks
MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network
☆58Updated last year
Alternatives and similar repositories for MAGNET
Users that are interested in MAGNET are comparing it to the libraries listed below
Sorting:
- Label-Specific Document Representation for Multi-Label Text Classification☆88Updated 5 years ago
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆134Updated last year
- This repository contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆33Updated 3 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 4 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- ☆218Updated 5 years ago
- BERT fine-tuned for hierarchical multi-label text classification (HMLTC)☆14Updated 4 years ago
- ☆132Updated 2 years ago
- ☆45Updated 4 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆103Updated 4 years ago
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆54Updated 3 years ago
- Discovering New Intents with Deep Aligned Clustering (AAAI 2021)☆122Updated 3 years ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 years ago
- The code of COLING2020 paper "Aspect-Category based Sentiment Analysis with Hierarchical Graph Convolutional Network".☆26Updated 3 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- Source code for ACL-IJCNLP 2021 Long paper: Document-level Event Extraction via Heterogeneous Graph-based Interaction Model with a Tracke…☆105Updated 4 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆221Updated 2 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆247Updated last year
- ☆27Updated last year
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆162Updated 3 years ago
- ☆60Updated 5 years ago
- Source code for Findings of EMNLP2020 paper Edge-Enhanced Graph Convolution Networks for Event Detection with Syntactic Relation.☆59Updated 4 years ago
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- ☆274Updated 2 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- 苏神SPACE pytorch版本复现☆42Updated 3 years ago
- ☆126Updated last year
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆328Updated last year
- Code and data for paper "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction". Aspect opinion pair datasets and aspec…☆91Updated 3 years ago