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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 / 107 papers shown

Title
NUTSHELL: A Dataset for Abstract Generation from Scientific Talks Maike Züfle Sara Papi Beatrice Savoldi Marco Gaido L. Bentivogli Jan Niehues 86 2 0 24 Feb 2025
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 219 4 0 23 Feb 2025
LegalViz: Legal Text Visualization by Text To Diagram Generation Eri Onami Taiki Miyanishi Koki Maeda Shuhei Kurita AILaw 119 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 96 7 0 15 Apr 2024
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning Alexander Hanbo Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 71 2 0 10 Aug 2023
A Dialogue System for Assessing Activities of Daily Living: Improving Consistency with Grounded Knowledge Zhecheng Sheng Raymond L. Finzel M. Lucke Sheena Dufresne Maria Gini Serguei V. S. Pakhomov 39 0 0 15 Jul 2023
Fairness-Aware Graph Neural Networks: A Survey April Chen Ryan Rossi Namyong Park Puja Trivedi Yu Wang Tong Yu Sungchul Kim Franck Dernoncourt Nesreen K. Ahmed 97 9 0 08 Jul 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 76 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 65 3 0 16 Jun 2023
FakeSwarm: Improving Fake News Detection with Swarming Characteristics Jun Wu Xuesong Ye 70 2 0 30 May 2023
BotTriNet: A Unified and Efficient Embedding for Social Bots Detection via Metric Learning Jun Wu Xuesong Ye Yanyuet Man 94 17 0 06 Apr 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 120 554 0 07 Mar 2023
Neural Shape Compiler: A Unified Framework for Transforming between Text, Point Cloud, and Program Tiange Luo Honglak Lee Justin Johnson 94 5 0 25 Dec 2022
Semantics-Empowered Communication: A Tutorial-cum-Survey Zhilin Lu Rongpeng Li Kun Lu Xianfu Chen Ekram Hossain Zhifeng Zhao Honggang Zhang 121 19 0 16 Dec 2022
DeepJoin: Joinable Table Discovery with Pre-trained Language Models Yuyang Dong Chuan Xiao Takuma Nozawa Masafumi Enomoto Masafumi Oyamada 67 22 0 15 Dec 2022
Scientific Paper Extractive Summarization Enhanced by Citation Graphs Preslav Nakov Mingzhe Li Shen Gao Rui Yan Xin Gao Xiangliang Zhang 62 14 0 08 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman Baolin Peng Michel Galley Sudha Rao Bill Dolan Snigdha Chaturvedi Jianfeng Gao HILM 69 5 0 04 Dec 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 80 6 0 13 Oct 2022
FontTransformer: Few-shot High-resolution Chinese Glyph Image Synthesis via Stacked Transformers Yitian Liu Zheng Lian 107 14 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 134 16 0 09 Oct 2022
Towards Improving Faithfulness in Abstractive Summarization Preslav Nakov Mingzhe Li Xin Gao Xiangliang Zhang HILM 64 28 0 04 Oct 2022
A Decade of Knowledge Graphs in Natural Language Processing: A Survey Phillip Schneider Tim Schopf Juraj Vladika Mikhail Galkin Elena Simperl Florian Matthes 134 62 0 30 Sep 2022
INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion Yi Xu Luoyi Fu Zhouhan Lin Jiexing Qi Xinbing Wang 77 3 0 22 Sep 2022
Dynamic Relevance Graph Network for Knowledge-Aware Question Answering Chen Zheng Parisa Kordjamshidi 45 6 0 20 Sep 2022
Multi-Document Scientific Summarization from a Knowledge Graph-Centric View Pancheng Wang Shasha Li Kunyuan Pang Liangliang He Dong Li Jintao Tang Ting Wang 80 15 0 09 Sep 2022
Towards Top-Down Automated Development in Limited Scopes: A Neuro-Symbolic Framework from Expressibles to Executables Jian Gu H. Gall 78 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 73 138 0 17 Aug 2022
DialogSum Challenge: Results of the Dialogue Summarization Shared Task Yulong Chen Naihao Deng Yang Liu Yue Zhang 80 6 0 08 Aug 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 120 24 0 24 Jun 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 91 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 68 12 0 22 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 96 48 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 Hongzhi Zhang AI4TS 51 7 0 24 Apr 2022
TegTok: Augmenting Text Generation via Task-specific and Open-world Knowledge Chao-Hong Tan Jia-Chen Gu Chongyang Tao Zhen-Hua Ling Can Xu Huang Hu Xiubo Geng Daxin Jiang RALM 75 12 0 16 Mar 2022
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production Ben Saunders Necati Cihan Camgöz Richard Bowden SLR 75 17 0 06 Dec 2021
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graphs Yongrui Chen Huiying Li Guilin Qi Tianxing Wu Tenggou Wang 119 24 0 01 Nov 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 80 23 0 25 Oct 2021
Integrating Visuospatial, Linguistic and Commonsense Structure into Story Visualization A. Maharana Joey Tianyi Zhou 84 63 0 21 Oct 2021
Extracting and Inferring Personal Attributes from Dialogue Zhilin Wang Xuhui Zhou Rik Koncel-Kedziorski Alex Marin Fei Xia 85 15 0 26 Sep 2021
Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna Jeffrey P. Bigham Zachary Chase Lipton 73 39 0 10 Sep 2021
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base Yongrui Chen Huiying Li Yuncheng Hua Guilin Qi 84 59 0 08 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 88 57 0 06 Sep 2021
Generating Diverse Descriptions from Semantic Graphs Paul Burgess Daniel Beck Trevor Cohn 63 0 0 12 Aug 2021
WikiGraphs: A Wikipedia Text - Knowledge Graph Paired Dataset Luyu Wang Yujia Li Ozlem Aslan Oriol Vinyals 63 26 0 20 Jul 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 122 97 0 19 Jun 2021
Enhancing Taxonomy Completion with Concept Generation via Fusing Relational Representations Qingkai Zeng Jinfeng Lin Wenhao Yu J. Cleland-Huang Meng Jiang 71 46 0 05 Jun 2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models Junyi Li Tianyi Tang Wayne Xin Zhao Zhicheng Wei N. Yuan Ji-Rong Wen 79 49 0 03 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 78 46 0 25 May 2021
KECRS: Towards Knowledge-Enriched Conversational Recommendation System Tong Zhang Yong Liu Peixiang Zhong Chen Zhang Hao Wang Chunyan Miao 108 30 0 18 May 2021
DialogSum: A Real-Life Scenario Dialogue Summarization Dataset Yulong Chen Yang Liu Liang Chen Yue Zhang 177 236 0 14 May 2021