Pinned Repositories
acl2018_graph2seq
Code for "Graph-to-Sequence Learning using Gated Graph Neural Networks"
AMR-multiview
AMR2Text-summ
AMR-to-Text Generator with Side Information
ASExtractor
基于TextRank和WordNet的中英文单文档自动摘要
awesome-natural-language-generation
A curated list of Natural Language Generation papers, tutorials, and blogs.
FastTextRank
中文文本摘要/关键词提取
HGT-DGL
Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on Deep Graph Library (DGL)
rGBN-RNN
the code for Recurrent Hierarchical Topic-Guided RNN for Language Generation tensorflow
Stage-wise-Fine-tuning
Code for Stage-wise Fine-tuning for Graph-to-Text Generation
webnlg
The enriched version of the WebNLG described at INLG 2018
xc15071347094's Repositories
xc15071347094/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
xc15071347094/HGT-DGL
Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on Deep Graph Library (DGL)
xc15071347094/dgl-ke
High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.
xc15071347094/pyHGT
Pytorch Code for WWW'20 "Heterogeneous Graph Transformer", which is based on pytorch_geometric
xc15071347094/AMR-multiview
xc15071347094/RDF-to-Text
xc15071347094/GraphWriter
Code for "Text Generation from Knowledge Graphs with Graph Transformers"
xc15071347094/infomap
Multi-level network clustering based on the Map Equation
xc15071347094/HanLP
中文分词 词性标注 命名实体识别 依存句法分析 语义依存分析 新词发现 关键词短语提取 自动摘要 文本分类聚类 拼音简繁转换 自然语言处理
xc15071347094/InterpretableMLBook
《可解释的机器学习--黑盒模型可解释性理解指南》,该书为《Interpretable Machine Learning》中文版
xc15071347094/HAN
Heterogeneous Graph Neural Network
xc15071347094/HNE
Heterogeneous Network Embedding: Survey, Benchmark, Evaluation, and Beyond
xc15071347094/GAT
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
xc15071347094/infomap_large_network
Run Infomap on vergy large networks, using parallel techniques and then splitting up the network.
xc15071347094/lhy_DL_Hw
xc15071347094/chimera
Code from the paper "Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation - NAACL-2019.
xc15071347094/NLAH
Non-local Attention Learning on Large Heterogeneous Information Networks (IEEE BigData 2019)
xc15071347094/KDD2019_HetGNN
code of HetGNN
xc15071347094/RDF_Clustering
xc15071347094/GraphNeuralNetwork
Implementation and experiments of graph neural netwokrs, like gcn,graphsage,gat,etc.
xc15071347094/pyGAT
Pytorch implementation of the Graph Attention Network model by Veličković et. al (2017, https://arxiv.org/abs/1710.10903)
xc15071347094/text_gcn
Graph Convolutional Networks for Text Classification. AAAI 2019
xc15071347094/TG-Reading-List
A text generation reading list maintained by Tsinghua Natural Language Processing Group.
xc15071347094/structural-transformer
Code corresponding to our paper "Modeling Graph Structure in Transformer for Better AMR-to-Text Generation" in EMNLP-IJCNLP-2019
xc15071347094/ASExtractor
基于TextRank和WordNet的中英文单文档自动摘要
xc15071347094/webnlg
The enriched version of the WebNLG described at INLG 2018
xc15071347094/research_tao
NLP研究入门之道
xc15071347094/DeepWalk
Learn Node Embeddings from DeepWalk
xc15071347094/nlp-notebooks
A collection of notebooks for Natural Language Processing from NLP Town
xc15071347094/infomap-1
a beautiful method for cluster or community detection