JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs

19 June 2021

Linfeng Song

Papers citing "JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs"

50 / 52 papers shown

Title
RepCali: High Efficient Fine-tuning Via Representation Calibration in Latent Space for Pre-trained Language Models Fujun Zhang Xiangdong Su 24 0 0 13 May 2025
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs Ankush Raut Xiaofeng Zhu Maria Leonor Pacheco 27 0 0 07 Apr 2025
Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems Jędrzej Warczyński Mateusz Lango Ondrej Dusek 36 0 0 28 Feb 2025
MGSA: Multi-Granularity Graph Structure Attention for Knowledge Graph-to-Text Generation Shanshan Wang C. Zhang Ning Zhang 26 0 0 16 Sep 2024
Fast-and-Frugal Text-Graph Transformers are Effective Link Predictors Andrei Catalin Coman Christos Theodoropoulos Marie-Francine Moens James Henderson 38 0 0 13 Aug 2024
Research Trends for the Interplay between Large Language Models and Knowledge Graphs H. Khorashadizadeh Fatima Zahra Amara Morteza Ezzabady Frédéric Ieng Sanju Tiwari Nandana Mihindukulasooriya Jinghua Groppe S. Sahri Farah Benamara Sven Groppe 26 7 0 12 Jun 2024
Efficient Knowledge Infusion via KG-LLM Alignment Zhouyu Jiang Ling Zhong Mengshu Sun Jun Xu Rui Sun Hui Cai Shuhan Luo Zhiqiang Zhang 34 9 0 06 Jun 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism Shuzhou Yuan Michael Farber 25 2 0 10 Apr 2024
SGSH: Stimulate Large Language Models with Skeleton Heuristics for Knowledge Base Question Generation Shasha Guo Lizi Liao Jing Zhang Yanling Wang Cuiping Li Hong Chen 32 5 0 02 Apr 2024
A Survey on Neural Question Generation: Methods, Applications, and Prospects Shasha Guo Lizi Liao Cuiping Li Tat-Seng Chua 32 0 0 28 Feb 2024
Graph-Based Retriever Captures the Long Tail of Biomedical Knowledge Julien Delile Srayanta Mukherjee Anton Van Pamel Leonid Zhukov RALM 16 18 0 19 Feb 2024
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 19 1 0 13 Feb 2024
Unifying Structured Data as Graph for Data-to-Text Pre-Training Shujie Li Liang Li Ruiying Geng Min Yang Binhua Li ... Wanwei He Shao Yuan Can Ma Fei Huang Yongbin Li LMTD 25 13 0 02 Jan 2024
Can Knowledge Graphs Reduce Hallucinations in LLMs? : A Survey Garima Agrawal Tharindu Kumarage Zeyad Alghami Huanmin Liu 27 81 0 14 Nov 2023
Transformers as Graph-to-Graph Models James Henderson Alireza Mohammadshahi Andrei Catalin Coman Lesly Miculicich GNN 27 6 0 27 Oct 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation Martin Vejvar Yasutaka Fujimoto 17 1 0 27 Oct 2023
Prompting Large Language Models with Chain-of-Thought for Few-Shot Knowledge Base Question Generation Yuanyuan Liang Jianing Wang Hanlun Zhu Lei Wang Weining Qian Yunshi Lan LRM ReLM 16 36 0 12 Oct 2023
Graph Neural Prompting with Large Language Models Yijun Tian Huan Song Zichen Wang Haozhu Wang Ziqing Hu Fang Wang Nitesh V. Chawla Panpan Xu AI4CE 30 44 0 27 Sep 2023
Diversifying Question Generation over Knowledge Base via External Natural Questions Shasha Guo Jing Zhang Xirui Ke Cuiping Li Hong Chen 31 3 0 23 Sep 2023
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding Devleena Das Sonia Chernova Been Kim LRM LLMAG 28 22 0 21 Sep 2023
Retrieve-Rewrite-Answer: A KG-to-Text Enhanced LLMs Framework for Knowledge Graph Question Answering Yike Wu Nan Hu Sheng Bi Guilin Qi J. Ren Anhuan Xie Wei Song RALM 21 56 0 20 Sep 2023
Knowledge-grounded Natural Language Recommendation Explanation Anthony Colas Jun Araki Zhengyu Zhou Bingqing Wang Z. Feng 11 7 0 30 Aug 2023
Evaluating Large Language Models on Graphs: Performance Insights and Comparative Analysis Chang Liu Bo Wu 19 21 0 22 Aug 2023
Can Knowledge Graphs Simplify Text? Anthony Colas Haodi Ma Xuanli He Yang Bai D. Wang 31 4 0 14 Aug 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text Tahsina Hashem Weiqing Wang Derry Wijaya Mohammed Eunus Ali Yuan-Fang Li 24 3 0 12 Aug 2023
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 30 2 0 10 Aug 2023
Using Large Language Models for Zero-Shot Natural Language Generation from Knowledge Graphs Agnes Axelsson Gabriel Skantze 6 25 0 14 Jul 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 13 1 0 04 Jul 2023
Unifying Large Language Models and Knowledge Graphs: A Roadmap Shirui Pan Linhao Luo Yufei Wang Chen Chen Jiapu Wang Xindong Wu KELM 30 709 0 14 Jun 2023
Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications Han Xie Da Zheng Jun Ma Houyu Zhang V. Ioannidis ... Sheng Wang Carl Yang Yi Xu Belinda Zeng Trishul M. Chilimbi AI4CE 22 35 0 05 Jun 2023
Pre-training Language Models for Comparative Reasoning Mengxia Yu Zhihan Zhang Wenhao Yu Meng-Long Jiang LRM 19 9 0 23 May 2023
ConGraT: Self-Supervised Contrastive Pretraining for Joint Graph and Text Embeddings William Brannon Wonjune Kang S. Fulay Hang Jiang Brandon Roy Dwaipayan Roy Jad Kabbara SSL 6 22 0 23 May 2023
Learning from Multiple Sources for Data-to-Text and Text-to-Data S. Duong Alberto Lumbreras Mike Gartrell Patrick Gallinari 26 3 0 22 Feb 2023
TextBox 2.0: A Text Generation Library with Pre-trained Language Models Tianyi Tang Junyi Li Z. Chen Yiwen Hu Zhuohao Yu ... Xiaoxue Cheng Yuhao Wang Wayne Xin Zhao J. Nie Ji-Rong Wen 14 8 0 26 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Mohit Bansal Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 17 10 0 16 Dec 2022
Empowering Language Models with Knowledge Graph Reasoning for Question Answering Ziniu Hu Yichong Xu W. Yu Shuohang Wang Ziyi Yang Chenguang Zhu Kai-Wei Chang Yizhou Sun KELM RALM LRM 9 26 0 15 Nov 2022
A Survey of Knowledge Enhanced Pre-trained Language Models Linmei Hu Zeyi Liu Ziwang Zhao Lei Hou Liqiang Nie Juanzi Li KELM VLM 17 121 0 11 Nov 2022
Deep Bidirectional Language-Knowledge Graph Pretraining Michihiro Yasunaga Antoine Bosselut Hongyu Ren Xikun Zhang Christopher D. Manning Percy Liang J. Leskovec 15 193 0 17 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 21 6 0 13 Oct 2022
INFINITY: A Simple Yet Effective Unsupervised Framework for Graph-Text Mutual Conversion Yi Xu Luoyi Fu Zhouhan Lin Jiexing Qi Xinbing Wang 43 3 0 22 Sep 2022
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL Guanming Xiong Junwei Bao Wen Zhao Youzheng Wu Xiaodong He RALM 12 7 0 26 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 6 10 0 25 Jul 2022
Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency Jin Liu Chongfeng Fan Feng Zhou Huijuan Xu 20 5 0 02 Jul 2022
MVP: Multi-task Supervised Pre-training for Natural Language Generation Tianyi Tang Junyi Li Wayne Xin Zhao Ji-Rong Wen 35 24 0 24 Jun 2022
Multimodal Learning with Transformers: A Survey P. Xu Xiatian Zhu David A. Clifton ViT 41 522 0 13 Jun 2022
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation Pei Ke Haozhe Ji Zhenyu Yang Yi Huang Junlan Feng Xiaoyan Zhu Minlie Huang 10 6 0 06 Jun 2022
GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation Anthony Colas Mehrdad Alvandipour D. Wang 17 23 0 13 Apr 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 9 33 0 30 Mar 2022
Faithfulness in Natural Language Generation: A Systematic Survey of Analysis, Evaluation and Optimization Methods Wei Li Wenhao Wu Moye Chen Jiachen Liu Xinyan Xiao Hua-Hong Wu HILM 19 27 0 10 Mar 2022
UNITER-Based Situated Coreference Resolution with Rich Multimodal Input Yichen Huang Yuchen Wang Yik-Cheung Tam 22 8 0 07 Dec 2021