Text Generation from Knowledge Graphs with Graph Transformers

4 April 2019

Rik Koncel-Kedziorski

Papers citing "Text Generation from Knowledge Graphs with Graph Transformers"

50 / 56 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 57 4 0 23 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 68 1 0 10 Feb 2025
KG-CTG: Citation Generation through Knowledge Graph-guided Large Language Models Avinash Anand Mohit Gupta Kritarth Prasad Ujjwal Goel Naman Lal Astha Verma R. Shah 56 7 0 15 Apr 2024
GNNavi: Navigating the Information Flow in Large Language Models by Graph Neural Network Shuzhou Yuan Ercong Nie Michael Farber Helmut Schmid Hinrich Schütze 37 3 0 18 Feb 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
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 26 1 0 04 Jul 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets Yu Lu Junwei Bao Zichen Ma Xiaoguang Han Youzheng Wu Shuguang Cui Xiaodong He 21 3 0 16 Jun 2023
Is GPT-4 a Good Data Analyst? Liying Cheng Xingxuan Li Lidong Bing LM&MA ELM 27 93 0 24 May 2023
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT Yihan Cao Siyu Li Yixin Liu Zhiling Yan Yutong Dai Philip S. Yu Lichao Sun 29 507 0 07 Mar 2023
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 39 19 0 16 Dec 2022
DeepJoin: Joinable Table Discovery with Pre-trained Language Models Yuyang Dong Chuan Xiao Takuma Nozawa Masafumi Enomoto Masafumi Oyamada 22 18 0 15 Dec 2022
FontTransformer: Few-shot High-resolution Chinese Glyph Image Synthesis via Stacked Transformers Yitian Liu Zheng Lian 43 13 0 12 Oct 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 54 16 0 09 Oct 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 27 6 0 20 Sep 2022
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 55 2 0 15 Sep 2022
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 24 0 0 04 Sep 2022
Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach Yining Wang Mingzhe Chen Tao Luo Walid Saad Dusit Niyato H. Vincent Poor Shuguang Cui 21 127 0 17 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 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 38 4 0 10 Jun 2022
A Graph Enhanced BERT Model for Event Prediction Li Du Xiao Ding Yue Zhang Kai Xiong Ting Liu Bing Qin 30 10 0 22 May 2022
Ratatouille: A tool for Novel Recipe Generation Mansi Goel Pallab Chakraborty Vijay Ponnaganti Minnet Khan Sritanaya Tatipamala Aakanksha Saini Ganesh Bagler 16 7 0 10 May 2022
Re-thinking Knowledge Graph Completion Evaluation from an Information Retrieval Perspective Ying Zhou Xuanang Chen Xianpei Han Zheng Ye Le Sun 28 11 0 09 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 25 47 0 08 May 2022
Knowledge-aware Document Summarization: A Survey of Knowledge, Embedding Methods and Architectures Yutong Qu Wei Emma Zhang Jian Yang Lingfei Wu Jia Wu AI4TS 17 7 0 24 Apr 2022
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 34 17 0 06 Dec 2021
TODSum: Task-Oriented Dialogue Summarization with State Tracking Lulu Zhao Fujia Zheng Keqing He Weihao Zeng Yuejie Lei Huixing Jiang Wei Wu Weiran Xu Jun Guo Fanyu Meng 42 23 0 25 Oct 2021
Recall and Learn: A Memory-augmented Solver for Math Word Problems Shifeng Huang Jiawei Wang Jiao Xu Da Cao Ming Yang AIMat 24 31 0 27 Sep 2021
Generating Diverse Descriptions from Semantic Graphs Jiuzhou Han Daniel Beck Trevor Cohn 30 0 0 12 Aug 2021
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs Pei Ke Haozhe Ji Yuanyuan Ran Xin Cui Liwei Wang Linfeng Song Xiaoyan Zhu Minlie Huang 59 95 0 19 Jun 2021
Enhancing Taxonomy Completion with Concept Generation via Fusing Relational Representations Qingkai Zeng Jinfeng Lin W. Yu J. Cleland-Huang Meng Jiang 19 43 0 05 Jun 2021
BASS: Boosting Abstractive Summarization with Unified Semantic Graph Wenhao Wu Wei Li Xinyan Xiao Jiachen Liu Ziqiang Cao Sujian Li Hua Wu Haifeng Wang 36 45 0 25 May 2021
KECRS: Towards Knowledge-Enriched Conversational Recommendation System Tong Zhang Yong-jin Liu Peixiang Zhong Chen Zhang Hao Wang Chunyan Miao 16 29 0 18 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 42 223 0 14 May 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 18 20 0 16 Apr 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 38 3 0 08 Apr 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 22 52 0 12 Feb 2021
GTAE: Graph-Transformer based Auto-Encoders for Linguistic-Constrained Text Style Transfer Yukai Shi Sen Zhang Chenxing Zhou Xiaodan Liang Xiaojun Yang Liang Lin 30 8 0 01 Feb 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 83 84 0 30 Jan 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 25 116 0 16 Dec 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 147 37 0 24 Oct 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 13 38 0 23 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 25 54 0 13 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking M. Schlichtkrull Nicola De Cao Ivan Titov AI4CE 33 214 0 01 Oct 2020
Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu Muhao Chen Dan Roth Nigel Collier OCL 21 117 0 28 Sep 2020
Repulsive Attention: Rethinking Multi-head Attention as Bayesian Inference Bang An Jie Lyu Zhenyi Wang Chunyuan Li Changwei Hu Fei Tan Ruiyi Zhang Yifan Hu Changyou Chen AAML 19 28 0 20 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 28 12 0 15 Sep 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
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation Aditya Mogadala Marius Mosbach Dietrich Klakow VLM 106 0 0 12 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 51 60 0 08 Jun 2020