adrinta / MAGNETLinks
MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network
☆58Updated 2 years ago
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 contains the code for our paper [Enhancing Label Correlation Feedback in Multi-Label Text Classification via Multi-Task L…☆34Updated 4 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆180Updated last year
- BERT fine-tuned for hierarchical multi-label text classification (HMLTC)☆14Updated 4 years ago
- ☆220Updated 5 years ago
- Mi Zhang and Tieyun Qian,Convolution over Hierarchical Level Sentiment Analysis,EMNLP2020☆46Updated 4 years ago
- The PyTorch 1.6 and Python 3.7 implementation for the paper Graph Convolutional Networks for Text Classification☆111Updated 5 years ago
- Aspect Sentiment Triplet Extraction (ASTE) dataset in AAAI 2020, EMNLP 2020 and ACL 2021.☆163Updated 4 years ago
- The code of CIKM'19 paper《Hierarchical Multi-label Text Classification: An Attention-based Recurrent Network Approach》☆333Updated last year
- source code of our paper presents in EMNLP 2019. https://www.aclweb.org/anthology/D19-1345/☆53Updated 5 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆249Updated last year
- This repository implements a contrastive learning model for hierarchical text classification. This work has been accepted as the long pap…☆138Updated last year
- Code for our paper "Investigating Typed Syntactic Dependencies for Targeted Sentiment Classification Using Graph Attention Neural Network…☆54Updated 4 years ago
- ☆131Updated 2 years ago
- Code and data for paper "Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction". Aspect opinion pair datasets and aspec…☆90Updated 3 years ago
- Reproducing the paper — Deep Short Text Classification with Knowledge Powered Attention☆102Updated 4 years ago
- The source code of NeurIPS 2020 paper "CogLTX: Applying BERT to Long Texts"☆274Updated 3 years ago
- Papers, models and datasets for Aspect-Category Sentiment Analysis.☆66Updated 2 years ago
- Hierarchy-Aware Global Model for Hierarchical Text Classification☆225Updated 2 years ago
- ☆60Updated 5 years ago
- ☆45Updated 4 years ago
- Label-Representative Graph Convolutional Network for Multi-Label Text Classification☆18Updated 3 years ago
- ☆276Updated 2 months ago
- [EMNLP 2020] Multi-Instance Multi-Label Learning Networks for Aspect-Category Sentiment Analysis☆31Updated 4 years ago
- Text Level Graph Neural Network for Text Classification☆47Updated 4 years ago
- Source code for the paper "Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network"☆120Updated 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
- ☆27Updated 2 years ago
- Worth-reading paper list and other awesome resources on Machine Reading Comprehension (MRC) and textual Question Answering (QA). 机器阅读理解与文…☆27Updated 4 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆138Updated last year