Graph Transformer for Graph-to-Sequence Learning

18 November 2019

Papers citing "Graph Transformer for Graph-to-Sequence Learning"

30 / 30 papers shown

Title
A Survey of Graph Transformers: Architectures, Theories and Applications Chaohao Yuan Kangfei Zhao Ercan Engin Kuruoglu Liang Wang Tingyang Xu Wenbing Huang Deli Zhao Hong Cheng Yu Rong 55 4 0 23 Feb 2025
Improving Chinese Character Representation with Formation Tree Yang Hong Yinfei Li Xiaojun Qiao Rui Li Junsong Zhang VLM 27 1 0 19 Apr 2024
Improving Graph Convolutional Networks with Transformer Layer in social-based items recommendation T. Hoang T. Pham Viet-Cuong Ta GNN 20 3 0 12 Jan 2024
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning A. Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick K. L. Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 38 2 0 10 Aug 2023
Learning to Solve Constraint Satisfaction Problems with Recurrent Transformer Zhun Yang Adam Ishay Joohyung Lee 35 9 0 10 Jul 2023
A Comprehensive Survey on Deep Graph Representation Learning Wei Ju Zheng Fang Yiyang Gu Zequn Liu Qingqing Long ... Jingyang Yuan Yusheng Zhao Yifan Wang Xiao Luo Ming Zhang GNN AI4TS 46 141 0 11 Apr 2023
Label Information Enhanced Fraud Detection against Low Homophily in Graphs Yuchen Wang Jinghui Zhang Zhengjie Huang Weibin Li Shi Feng ... Dianhai Yu Fang Dong Jiahui Jin Beilun Wang Junzhou Luo 22 38 0 21 Feb 2023
RNTrajRec: Road Network Enhanced Trajectory Recovery with Spatial-Temporal Transformer Yuqi Chen Hanyuan Zhang Weiwei Sun B. Zheng 27 38 0 23 Nov 2022
ERNIE-mmLayout: Multi-grained MultiModal Transformer for Document Understanding Wenjin Wang Zhengjie Huang Bin Luo Qianglong Chen Qiming Peng ... Weichong Yin Shi Feng Yu Sun Dianhai Yu Yin Zhang ViT 27 11 0 18 Sep 2022
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 42 2 0 15 Sep 2022
Heterogeneous Line Graph Transformer for Math Word Problems Zijian Hu Meng Jiang 16 2 0 11 Aug 2022
Graph-in-Graph Network for Automatic Gene Ontology Description Generation Fenglin Liu Bang-ju Yang Chenyu You Xian Wu Shen Ge Adelaide Woicik Sheng Wang GNN 28 4 0 10 Jun 2022
Robot Cooking with Stir-fry: Bimanual Non-prehensile Manipulation of Semi-fluid Objects Junjia Liu Yiting Chen Zhipeng Dong Shixiong Wang Sylvain Calinon Miao Li Fei Chen 27 59 0 12 May 2022
A Hierarchical N-Gram Framework for Zero-Shot Link Prediction Mingchen Li J. Chen Samuel Mensah Nikolaos Aletras Xiulong Yang Yang Ye 15 13 0 16 Apr 2022
An Adaptive Graph Pre-training Framework for Localized Collaborative Filtering Yiqi Wang Chaozhuo Li Zheng Liu Mingzheng Li Jiliang Tang Xing Xie Lei Chen Philip S. Yu 28 23 0 14 Dec 2021
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph Liyan Xu Xuchao Zhang Bo Zong Yanchi Liu Wei Cheng Jingchao Ni Haifeng Chen Liang Zhao Jinho D. Choi 40 4 0 01 Dec 2021
Automated PII Extraction from Social Media for Raising Privacy Awareness: A Deep Transfer Learning Approach Yizhi Liu Fangyu Lin Mohammadreza Ebrahimi Weifeng Li Hsinchun Chen 19 4 0 11 Nov 2021
Permutation invariant graph-to-sequence model for template-free retrosynthesis and reaction prediction Zhengkai Tu Connor W. Coley 27 90 0 19 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 50 80 0 13 Oct 2021
Sentence Structure and Word Relationship Modeling for Emphasis Selection Haoran Yang Wai Lam 18 0 0 29 Aug 2021
Tree Decomposition Attention for AMR-to-Text Generation Lisa Jin D. Gildea 13 0 0 27 Aug 2021
Global Self-Attention as a Replacement for Graph Convolution Md Shamim Hussain Mohammed J. Zaki D. Subramanian ViT 34 122 0 07 Aug 2021
Do Transformers Really Perform Bad for Graph Representation? Chengxuan Ying Tianle Cai Shengjie Luo Shuxin Zheng Guolin Ke Di He Yanming Shen Tie-Yan Liu GNN 28 433 0 09 Jun 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 41 69 0 16 Mar 2021
Radflow: A Recurrent, Aggregated, and Decomposable Model for Networks of Time Series Alasdair Tran A. Mathews Cheng Soon Ong Lexing Xie AI4TS AI4CE 19 12 0 15 Feb 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 19 52 0 12 Feb 2021
BERT-GT: Cross-sentence n-ary relation extraction with BERT and Graph Transformer Po-Ting Lai Zhiyong Lu MedIm 30 49 0 11 Jan 2021
GraphSpeech: Syntax-Aware Graph Attention Network For Neural Speech Synthesis Rui Liu Berrak Sisman Haizhou Li 18 24 0 23 Oct 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 215 0 16 Jul 2020
GPT-too: A language-model-first approach for AMR-to-text generation Manuel Mager Ramón Fernández Astudillo Tahira Naseem Md Arafat Sultan Young-Suk Lee Radu Florian Salim Roukos 27 99 0 18 May 2020