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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
R2D2: Relational Text Decoding with Transformers Aryan Arbabi Mingqiu Wang Laurent El Shafey Nan Du Izhak Shafran 39 1 0 10 May 2021
Retrieving Complex Tables with Multi-Granular Graph Representation Learning Fei Wang Kexuan Sun Muhao Chen Jay Pujara Pedro A. Szekely LMTD 62 46 0 04 May 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 110 20 0 16 Apr 2021
Sentence-Permuted Paragraph Generation Wenhao Yu Chenguang Zhu Tong Zhao Zhichun Guo Meng Jiang 53 11 0 15 Apr 2021
Nutribullets Hybrid: Multi-document Health Summarization Darsh J. Shah L. Yu Tao Lei Regina Barzilay 73 3 0 08 Apr 2021
Enhancing Scientific Papers Summarization with Citation Graph Chen An Ming Zhong Yiran Chen Danqing Wang Xipeng Qiu Xuanjing Huang 101 45 0 07 Apr 2021
A Study of Automatic Metrics for the Evaluation of Natural Language Explanations Miruna Clinciu Arash Eshghi H. Hastie 105 57 0 15 Mar 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 98 53 0 12 Feb 2021
Improving Scene Graph Classification by Exploiting Knowledge from Texts Sahand Sharifzadeh Sina Moayed Baharlou Martin Schmitt Hinrich Schutze Volker Tresp 59 19 0 09 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 73 8 0 01 Feb 2021
Can We Automate Scientific Reviewing? Weizhe Yuan Pengfei Liu Graham Neubig 168 90 0 30 Jan 2021
Adversarial Machine Learning in Text Analysis and Generation I. Alsmadi AAML 114 5 0 14 Jan 2021
How to Train Your Agent to Read and Write Li Liu Mengge He Guanghui Xu Mingkui Tan Qi Wu DiffM 75 3 0 04 Jan 2021
Graphmax for Text Generation Bin Liu Guosheng Yin 75 2 0 01 Jan 2021
Graph Neural Networks: Taxonomy, Advances and Trends Yu Zhou Haixia Zheng Xin Huang Shufeng Hao Dengao Li Jumin Zhao AI4TS 172 127 0 16 Dec 2020
Document Graph for Neural Machine Translation Mingzhou Xu Liangyou Li Derek. F. Wai Qun Liu Lidia S. Chao 72 26 0 07 Dec 2020
Survey and Open Problems in Privacy Preserving Knowledge Graph: Merging, Query, Representation, Completion and Applications Chaochao Chen Jamie Cui Guanfeng Liu Hongzhi Zhang Li Wang 113 23 0 20 Nov 2020
Classification by Attention: Scene Graph Classification with Prior Knowledge Sahand Sharifzadeh Sina Moayed Baharlou Volker Tresp OCL 76 52 0 19 Nov 2020
Fact-level Extractive Summarization with Hierarchical Graph Mask on BERT Ruifeng Yuan Zili Wang Wenjie Li 71 22 0 19 Nov 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 207 38 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 82 38 0 23 Oct 2020
Generating Long Financial Report using Conditional Variational Autoencoders with Knowledge Distillation Yunpeng Ren Ziao Wang Yiyuan Wang Xiaofeng Zhang 60 9 0 23 Oct 2020
Stronger Transformers for Neural Multi-Hop Question Generation Devendra Singh Sachan Lingfei Wu Mrinmaya Sachan William L. Hamilton 52 8 0 22 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 88 57 0 13 Oct 2020
Online Back-Parsing for AMR-to-Text Generation Xuefeng Bai Linfeng Song Yue Zhang 82 17 0 09 Oct 2020
A Survey of Knowledge-Enhanced Text Generation Wenhao Yu Chenguang Zhu Zaitang Li Zhiting Hu Qingyun Wang Heng Ji Meng Jiang 132 291 0 09 Oct 2020
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking Michael Schlichtkrull Nicola De Cao Ivan Titov AI4CE 154 221 0 01 Oct 2020
Visual Pivoting for (Unsupervised) Entity Alignment Fangyu Liu Muhao Chen Dan Roth Nigel Collier OCL 97 125 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 97 28 0 20 Sep 2020
Global-aware Beam Search for Neural Abstractive Summarization Ye Ma Zixun Lan Lu Zong Kaizhu Huang 97 12 0 15 Sep 2020
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR Juri Opitz Anette Frank 164 35 0 20 Aug 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 122 218 0 16 Jul 2020
DART: Open-Domain Structured Data Record to Text Generation Linyong Nan Dragomir R. Radev Rui Zhang Amrit Rau Abhinand Sivaprasad ... Y. Tan Xi Lin Caiming Xiong R. Socher Nazneen Rajani 64 201 0 06 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 158 389 0 26 Jun 2020
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs Martin Schmitt Leonardo F. R. Ribeiro Philipp Dufter Iryna Gurevych Hinrich Schütze GNN 50 8 0 16 Jun 2020
Graph-Aware Transformer: Is Attention All Graphs Need? Sang-yong Yoo Young-Seok Kim Kang Lee Kuhwan Jeong Junhwi Choi Hoshik Lee Y. S. Choi GNN 97 11 0 09 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 Zhang 129 61 0 08 Jun 2020
Constructing Explainable Opinion Graphs from Review Nofar Carmeli Xiaolan Wang Yoshihiko Suhara Stefanos Angelidis Yuliang Li Jinfeng Li W. Tan 56 2 0 29 May 2020
MVIN: Learning Multiview Items for Recommendation Chang-You Tai Meng-Ru Wu Yun-Wei Chu Shao-Yu Chu Lun-Wei Ku 68 48 0 26 May 2020
Robust Layout-aware IE for Visually Rich Documents with Pre-trained Language Models Mengxi Wei Yifan He Qiong Zhang VLM 48 41 0 22 May 2020
Knowledge Graph-Augmented Abstractive Summarization with Semantic-Driven Cloze Reward Luyang Huang Lingfei Wu Lu Wang RALM 95 164 0 03 May 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph Liying Cheng Dekun Wu Lidong Bing Yan Zhang Zhanming Jie Wei Lu Luo Si 3DV 32 2 0 30 Apr 2020
Toward Subgraph-Guided Knowledge Graph Question Generation with Graph Neural Networks Yu Chen Lingfei Wu Mohammed J Zaki 71 52 0 13 Apr 2020
Towards information-rich, logical text generation with knowledge-enhanced neural models Hao Wang Bin Guo Wei Wu Zhiwen Yu 104 3 0 02 Mar 2020
Exploring Chemical Space using Natural Language Processing Methodologies for Drug Discovery Hakime Öztürk Arzucan Özgür P. Schwaller Teodoro Laino Elif Özkirimli 98 122 0 10 Feb 2020
A Survey on Knowledge Graphs: Representation, Acquisition and Applications Shaoxiong Ji Shirui Pan Min Zhang Pekka Marttinen Philip S. Yu 382 2,018 0 02 Feb 2020
Explaining Relationships Between Scientific Documents Kelvin Luu Xinyi Wu Rik Koncel-Kedziorski Kyle Lo Isabel Cachola Noah A. Smith 128 50 0 02 Feb 2020
Personalized Patent Claim Generation and Measurement Jieh-Sheng Lee 29 4 0 07 Dec 2019
Neural Machine Translation: A Review and Survey Felix Stahlberg 3DV AI4TS MedIm 142 332 0 04 Dec 2019
Integrating Graph Contextualized Knowledge into Pre-trained Language Models Bin He Di Zhou Jinghui Xiao Xin jiang Qun Liu Nicholas Jing Yuan Tong Xu AI4CE 76 78 0 30 Nov 2019