svjan5 / GNNs-for-NLP
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
☆784Updated last year
Related projects ⓘ
Alternatives and complementary repositories for GNNs-for-NLP
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆902Updated last year
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆290Updated last year
- Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.…☆1,672Updated 5 months ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆434Updated 2 years ago
- Code for "Text Generation from Knowledge Graphs with Graph Transformers"☆517Updated last year
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,364Updated 2 years ago
- TorchKGE: Knowledge Graph embedding in Python and PyTorch.☆380Updated 7 months ago
- Source code and dataset for ACL 2019 paper "ERNIE: Enhanced Language Representation with Informative Entities"☆1,412Updated 10 months ago
- LibKGE - A knowledge graph embedding library for reproducible research☆778Updated 7 months ago
- ☆1,275Updated 11 months ago
- ICLR 2020: Composition-Based Multi-Relational Graph Convolutional Networks☆597Updated 3 months ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆372Updated 4 years ago
- High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.☆1,274Updated last year
- This repo is to provide a list of literature regarding Deep Learning on Graphs for NLP☆241Updated 3 years ago
- Must-read papers on knowledge representation learning (KRL) / knowledge embedding (KE)☆1,539Updated 3 years ago
- Simple XLNet implementation with Pytorch Wrapper☆577Updated 5 years ago
- TensorFlow 2 library implementing Graph Neural Networks☆369Updated last year
- Materials for DGL hands-on tutorial in WWW 2020☆502Updated 3 years ago
- Implementation of State-of-the-art Text Classification Models in Pytorch☆488Updated 5 years ago
- Repository of code for the tutorial on Transfer Learning in NLP held at NAACL 2019 in Minneapolis, MN, USA☆720Updated 5 years ago
- Python library for knowledge graph embedding and representation learning.☆608Updated 3 years ago
- Dynamic (Temporal) Knowledge Graph Completion (Reasoning)☆588Updated 4 years ago
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆454Updated last year
- Keras-based implementation of Relational Graph Convolutional Networks☆793Updated 5 years ago
- Source code of Graph-Bert☆482Updated last year
- PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.☆1,142Updated last year
- GraphVite: A General and High-performance Graph Embedding System☆1,231Updated 5 months ago
- BERT-related papers☆2,035Updated last year
- Statistics and accepted paper list of NLP conferences with arXiv link☆430Updated 3 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆522Updated 3 years ago