PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks

2 August 2015

Jian Tang

Papers citing "PTE: Predictive Text Embedding through Large-scale Heterogeneous Text Networks"

39 / 89 papers shown

Title
VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification Zhibin Lu Pan Du J. Nie 41 126 0 12 Apr 2020
Heterogeneous Network Representation Learning: A Unified Framework with Survey and Benchmark Carl Yang Yuxin Xiao Yu Zhang Yizhou Sun Jiawei Han AI4TS 60 57 0 01 Apr 2020
Dual-Attention Graph Convolutional Network Xueyao Zhang Tong Zhang Wenting Zhao Zhen Cui Jian Yang GNN 27 8 0 28 Nov 2019
Relation Learning on Social Networks with Multi-Modal Graph Edge Variational Autoencoders Carl Yang Jieyu Zhang Haonan Wang Sha Li M. Kim Matthew Walker Yiou Xiao Jiawei Han 21 43 0 04 Nov 2019
HiExpan: Task-Guided Taxonomy Construction by Hierarchical Tree Expansion Jiaming Shen Zeqiu Wu Dongming Lei Chao Zhang Xiang Ren M. Vanni Brian M. Sadler Jiawei Han 37 78 0 17 Oct 2019
SetExpan: Corpus-Based Set Expansion via Context Feature Selection and Rank Ensemble Jiaming Shen Zeqiu Wu Dongming Lei Jingbo Shang Xiang Ren Jiawei Han 16 89 0 17 Oct 2019
HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories Yu Zhang Frank F. Xu Sha Li Yu Meng Xuan Wang Qi Li Jiawei Han 72 41 0 16 Oct 2019
Meta-Graph Based HIN Spectral Embedding: Methods, Analyses, and Insights Carl Yang Yichen Feng Pan Li Yu Shi Jiawei Han 16 42 0 29 Sep 2019
HeteSpaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding Yu He Yangqiu Song Jianxin Li Cheng Ji Jian Peng Hao Peng 24 111 0 07 Sep 2019
motif2vec: Motif Aware Node Representation Learning for Heterogeneous Networks Manoj Reddy Dareddy Mahashweta Das Hao Yang 23 25 0 22 Aug 2019
Discriminative Topic Mining via Category-Name Guided Text Embedding Yu Meng Jiaxin Huang Guangyuan Wang Zihan Wang Chao Zhang Yu Zhang Jiawei Han 47 73 0 20 Aug 2019
Dynamic Network Embedding via Incremental Skip-gram with Negative Sampling Hao Peng Jianxin Li Haozheng Yan Qiran Gong Senzhang Wang Lin Liu Lihong Wang Xiang Ren 22 33 0 09 Jun 2019
Is a Single Vector Enough? Exploring Node Polysemy for Network Embedding Ninghao Liu Qiaoyu Tan Yuening Li Hongxia Yang Jingren Zhou Xia Hu 35 86 0 25 May 2019
Relation Structure-Aware Heterogeneous Information Network Embedding Yuanfu Lu C. Shi Linmei Hu Zhiyuan Liu 22 126 0 15 May 2019
Representation Learning for Attributed Multiplex Heterogeneous Network Yukuo Cen Xu Zou Jianwei Zhang Hongxia Yang Jingren Zhou Jie Tang GNN 29 429 0 05 May 2019
AliGraph: A Comprehensive Graph Neural Network Platform Rong Zhu Kun Zhao Hongxia Yang Wei Lin Chang Zhou Baole Ai Yong Li Jingren Zhou GNN 53 386 0 23 Feb 2019
Weakly-Supervised Hierarchical Text Classification Yu Meng Jiaming Shen Chao Zhang Jiawei Han BDL 41 125 0 29 Dec 2018
Adversarial Classifier for Imbalanced Problems Ehsan Montahaei Mahsa Ghorbani M. Baghshah Hamid R. Rabiee 33 12 0 21 Nov 2018
Logic Attention Based Neighborhood Aggregation for Inductive Knowledge Graph Embedding Peifeng Wang Jialong Han Chenliang Li Rong Pan NAI GNN 33 156 0 04 Nov 2018
Exploring Student Check-In Behavior for Improved Point-of-Interest Prediction Mengyue Hang Ian Pytlarz Jennifer Neville 14 49 0 25 Sep 2018
Weakly-Supervised Neural Text Classification Yu Meng Jiaming Shen Chao Zhang Jiawei Han 33 187 0 02 Sep 2018
Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation Jundong Li Liang Wu Huan Liu 16 35 0 26 Aug 2018
AceKG: A Large-scale Knowledge Graph for Academic Data Mining Ruijie Wang Yuchen Yan Jialu Wang Yuting Jia Ye Zhang Weinan Zhang Xinbing Wang SLR 27 106 0 23 Jul 2018
Easing Embedding Learning by Comprehensive Transcription of Heterogeneous Information Networks Yu Shi Qi Zhu Fang Guo Chao Zhang Jiawei Han 21 118 0 10 Jul 2018
Joint Embedding of Words and Labels for Text Classification Guoyin Wang Chunyuan Li Wenlin Wang Yizhe Zhang Dinghan Shen Xinyuan Zhang Ricardo Henao Lawrence Carin AI4TS VLM 30 389 0 10 May 2018
hyperdoc2vec: Distributed Representations of Hypertext Documents Jialong Han Yan Song Wayne Xin Zhao Shuming Shi Haisong Zhang 32 30 0 10 May 2018
Neural-Brane: Neural Bayesian Personalized Ranking for Attributed Network Embedding Vachik S. Dave Baichuan Zhang Pin-Yu Chen M. Hasan BDL 34 29 0 23 Apr 2018
AspEm: Embedding Learning by Aspects in Heterogeneous Information Networks Yu Shi Huan Gui Qi Zhu Lance M. Kaplan Jiawei Han 47 83 0 05 Mar 2018
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications Hongyun Cai V. Zheng Kevin Chen-Chuan Chang AI4TS 58 1,783 0 22 Sep 2017
An Attention-based Collaboration Framework for Multi-View Network Representation Learning Meng Qu Jian Tang Jingbo Shang Xiang Ren Ming Zhang Jiawei Han GNN 24 167 0 19 Sep 2017
End-to-end Learning for Short Text Expansion Jian Tang Yue Wang Kai Zheng Qiaozhu Mei LLMAG 42 19 0 30 Aug 2017
Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking Aleksandar Bojchevski Stephan Günnemann BDL 46 640 0 12 Jul 2017
Efficient Correlated Topic Modeling with Topic Embedding Junxian He Zhiting Hu Taylor Berg-Kirkpatrick Ying Huang Eric Xing 40 48 0 01 Jul 2017
Automatic Synonym Discovery with Knowledge Bases Meng Qu Xiang Ren Jiawei Han 22 51 0 25 Jun 2017
Name Disambiguation in Anonymized Graphs using Network Embedding Baichuan Zhang M. Hasan 40 108 0 08 Feb 2017
On Spectral Analysis of Directed Signed Graphs Yuemeng Li Xintao Wu Aidong Lu 31 10 0 23 Dec 2016
Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification Ting-Li Chen Yizhou Sun 19 224 0 08 Dec 2016
DeepGraph: Graph Structure Predicts Network Growth Cheng Li Xiaoxiao Guo Qiaozhu Mei GNN 37 17 0 20 Oct 2016
Learning multi-faceted representations of individuals from heterogeneous evidence using neural networks Jiwei Li Alan Ritter Dan Jurafsky 39 35 0 18 Oct 2015