ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks
☆289Mar 24, 2023Updated 3 years ago
Alternatives and similar repositories for WordGCN
Users that are interested in WordGCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆435Mar 22, 2022Updated 4 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆370Jul 29, 2020Updated 6 years ago
- Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020☆788Mar 24, 2023Updated 3 years ago
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆905Sep 3, 2026Updated last month
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,391Dec 29, 2021Updated 4 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for AAAI2020 paper "Graph Transformer for Graph-to-Sequence Learning"☆189Jul 25, 2024Updated 2 years ago
- A PyTorch implementation of GraphRel☆276Dec 17, 2023Updated 2 years ago
- Code for ACL2020 paper "Heterogeneous Graph Neural Networks for Extractive Document Summarization"☆246Apr 4, 2024Updated 2 years ago
- Hierarchical Neural Relation Extraction☆93Jul 30, 2020Updated 6 years ago
- Source code of "Segmented GRAPH-BERT Model"☆23Sep 16, 2020Updated 6 years ago
- EMNLP-2019 paper: A Lexicon-based Graph Neural Network for Chinese NER.☆137Jul 12, 2024Updated 2 years ago
- ACL 2018: Dating Documents using Graph Convolution Networks☆60May 22, 2023Updated 3 years ago
- Hierarchically-Refined Label Attention Network for Sequence Labeling☆291Apr 9, 2021Updated 5 years ago
- Code for the paper ``Coherent Comments Generation for Chinese Articles with a Graph-to-Sequence Model''☆172Dec 19, 2019Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- FastGCN for inductive text classification☆86Jul 23, 2019Updated 7 years ago
- A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling☆191Feb 20, 2021Updated 5 years ago
- AISTATS 2019: Confidence-based Graph Convolutional Networks for Semi-Supervised Learning☆58May 22, 2019Updated 7 years ago
- Code for "GU IRLAB at SemEval-2018 Task 7: Tree-LSTMs for Scientific Relation Classification"☆17Jan 10, 2020Updated 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.☆335Aug 14, 2024Updated 2 years ago
- Code for ACL19 paper: Dynamically Fused Graph Network for Multihop Reasoning☆191Dec 22, 2022Updated 3 years ago
- Implementation for NAACL-2019 paper☆72Apr 13, 2020Updated 6 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆524Jun 3, 2021Updated 5 years ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,418Jan 10, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Dataset and codes for ACL 2019 DocRED: A Large-Scale Document-Level Relation Extraction Dataset.☆656Dec 1, 2020Updated 5 years ago
- PyTorch implementation of "Graph Convolutional Networks for Text Classification. Yao et al. AAAI2019."☆271Dec 25, 2019Updated 6 years ago
- A list of latest research papers on graph-bert☆46Dec 8, 2020Updated 5 years ago
- This is the code for ACL paper "Cross-lingual Knowledge Graph Alignment via Graph Matching Neural Network"☆110Jul 29, 2019Updated 7 years ago
- [AKBC 19] Improving Relation Extraction by Pre-trained Language Representations☆106Oct 1, 2021Updated 5 years ago
- Code for "Graph-to-Sequence Learning using Gated Graph Neural Networks"☆122Dec 3, 2020Updated 5 years ago
- Graph Convolution Network for NLP☆208May 22, 2023Updated 3 years ago
- EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information☆248Mar 24, 2023Updated 3 years ago
- resources for graph convolutional networks (图卷积神经网络相关资源)☆909Jul 12, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- SG-Net: Syntax-guided machine reading comprehension (AAAI 2020)☆82Dec 16, 2022Updated 3 years ago
- Source code for ACL 2019 paper "GEAR: Graph-based Evidence Aggregating and Reasoning for Fact Verification"☆100Jul 15, 2024Updated 2 years ago
- [ACL 2020] Tensorflow implementation for "Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks"☆183Apr 25, 2024Updated 2 years ago
- Heterogeneous graph attention network for semi-supervised short text classification (EMNLP 2019, TOIS 2021)☆267Jun 2, 2021Updated 5 years ago
- Large-scale Exploration of Neural Relation Classification Architectures☆11Nov 15, 2018Updated 7 years ago
- Source code for the NAACL 2021 paper: "Distantly Supervised Relation Extraction with Sentence Reconstruction and Knowledge Base Priors"☆12Jul 15, 2021Updated 5 years ago
- Code and preprocessed dataset for EMNLP 2019 paper titled "Aspect-based Sentiment Classification with Aspect-specific Graph Convolutional…☆293Mar 29, 2021Updated 5 years ago