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6 search results found

Text_gcn ⭐ 1,008

Graph Convolutional Networks for Text Classification. AAAI 2019

Gnn4nlp Papers ⭐ 824

A list of recent papers about Graph Neural Network methods applied in NLP areas.

Gnns For Nlp ⭐ 619

Tutorial: Graph Neural Networks for Natural Language Processing at EMNLP 2019 and CODS-COMAD 2020

Attention Guided Graph Convolutional Networks for Relation Extraction (authors' PyTorch implementation for the ACL19 paper)

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

Graph Convolution Nlp ⭐ 200

Graph Convolution Network for NLP

EMNLP 2018: RESIDE: Improving Distantly-Supervised Neural Relation Extraction using Side Information

Wordgcn ⭐ 167

ACL 2019: Incorporating Syntactic and Semantic Information in Word Embeddings using Graph Convolutional Networks

Gcn With Bert ⭐ 140

Graph Convolutional Networks (GCN) with BERT for Coreference Resolution Task [Pytorch][DGL]

Extremely Fine Grained Entity Typing ⭐ 61

PyTorch implementation of our paper "Imposing Label-Relational Inductive Bias for Extremely Fine-Grained Entity Typing" (NAACL19)

Densely Connected Graph Convolutional Networks for Graph-to-Sequence Learning (authors' MXNet implementation for the TACL19 paper)

Text_gcn_tutorial ⭐ 26

A tutorial & minimal example (8min on CPU) for Graph Convolutional Networks for Text Classification. AAAI 2019

Nlp Semantic Role Labeling ⭐ 7

NLP - Semantic Role Labeling using GCN, Bert and Biaffine Attention Layer. Developed in Pytorch

Segment graph convolutional neural network for relation classification. Paper in JAMIA.

Swahili Text Gcn ⭐ 5

Graph Convolutional Network for Swahili News Classification: https://arxiv.org/abs/2103.09325

Learnable_dropedge ⭐ 5

Multilabel Aspect Prediction using Graph Convolutional Networks

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