svjan5 / GNNs-for-NLPLinks
Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020
☆786Updated 2 years ago
Alternatives and similar repositories for GNNs-for-NLP
Users that are interested in GNNs-for-NLP are comparing it to the libraries listed below
Sorting:
- A list of recent papers about Graph Neural Network methods applied in NLP areas.☆910Updated 2 years ago
- ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks☆291Updated 2 years ago
- Code for "Text Generation from Knowledge Graphs with Graph Transformers"☆521Updated 2 years ago
- Graph4nlp is the library for the easy use of Graph Neural Networks for NLP. Welcome to visit our DLG4NLP website (https://dlg4nlp.github.…☆1,690Updated last year
- Graph Convolutional Networks for Text Classification. AAAI 2019☆1,379Updated 3 years ago
- Implementation of State-of-the-art Text Classification Models in Pytorch☆489Updated 6 years ago
- This repo is to provide a list of literature regarding Deep Learning on Graphs for NLP☆243Updated 4 years ago
- TorchKGE: Knowledge Graph embedding in Python and PyTorch.☆390Updated last year
- The official implementation of ICLR 2020, "Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering".☆433Updated last year
- Statistics and accepted paper list of NLP conferences with arXiv link☆431Updated 4 years ago
- Simple XLNet implementation with Pytorch Wrapper☆581Updated 6 years ago
- Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)☆434Updated 3 years ago
- A repository of concepts related to neural networks for NLP☆455Updated 5 years ago
- A repository containing tutorials for practical NLP using PyTorch☆538Updated 5 years ago
- Graph Convolution over Pruned Dependency Trees Improves Relation Extraction (authors' PyTorch implementation)☆373Updated 5 years ago
- Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling☆365Updated 5 years ago
- An elaborate and exhaustive paper list for Named Entity Recognition (NER)☆392Updated 3 years ago
- PyTorch deep learning models for document classification☆595Updated 2 years ago
- ACL2020 Tutorial: Open-Domain Question Answering☆833Updated 4 years ago
- Hierarchical Attention Networks for document classification☆401Updated 3 years ago
- LibKGE - A knowledge graph embedding library for reproducible research☆817Updated last year
- Source code and dataset for ACL 2019 paper "Cognitive Graph for Multi-Hop Reading Comprehension at Scale"☆458Updated 2 years ago
- Code for using and evaluating SpanBERT.☆898Updated 2 years ago
- ACL 2019: Learning Attention-based Embeddings for Relation Prediction in Knowledge Graphs☆530Updated 4 years ago
- PyTorch implementation of the position-aware attention model for relation extraction☆360Updated last year
- Integrating the Best of TF into PyTorch, for Machine Learning, Natural Language Processing, and Text Generation. This is part of the CAS…☆746Updated 3 years ago
- A curated list of awesome knowledge graph tutorials, projects and communities.☆769Updated 2 years ago
- Convolutional 2D Knowledge Graph Embeddings resources☆683Updated last year
- ☆1,334Updated last year
- Based on the Pytorch-Transformers library by HuggingFace. To be used as a starting point for employing Transformer models in text classif…☆309Updated 5 years ago