CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training

8 June 2020

Qipeng Guo

Xipeng Qiu

Papers citing "CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training"

39 / 39 papers shown

Title
Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation Zijie Zhong Hanwen Liu Xiaoya Cui Xiaofan Zhang Zengchang Qin 68 6 0 28 Jan 2025
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models J. Faille Albert Gatt Claire Gardent 19 0 0 25 Sep 2024
Prompt-Time Ontology-Driven Symbolic Knowledge Capture with Large Language Models Tolga Çöplü Arto Bendiken Andrii Skomorokhov Eduard Bateiko Stephen Cobb 24 1 0 22 May 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 41 9 0 01 Feb 2024
Prompt-Time Symbolic Knowledge Capture with Large Language Models Tolga Çöplü Arto Bendiken Andrii Skomorokhov Eduard Bateiko Stephen Cobb Joshua J. Bouw KELM 19 1 0 01 Feb 2024
Unsupervised Learning of Graph from Recipes Aissatou Diallo Antonis Bikakis Luke Dickens Anthony Hunter Rob Miller SSL 12 0 0 22 Jan 2024
Self-training from Self-memory in Data-to-text Generation Hoang-Thang Ta 19 0 0 19 Jan 2024
Chem-FINESE: Validating Fine-Grained Few-shot Entity Extraction through Text Reconstruction Qingyun Wang Zixuan Zhang Hongxiang Li Xuan Liu Jiawei Han Huimin Zhao Heng Ji 41 1 0 18 Jan 2024
Form follows Function: Text-to-Text Conditional Graph Generation based on Functional Requirements Peter Zachares Vahan Hovhannisyan Alan Mosca Yarin Gal 24 1 0 01 Nov 2023
Knowledge Engineering using Large Language Models Bradley Paul Allen Lise Stork Paul T. Groth 15 24 0 01 Oct 2023
Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation Ali Mousavi Xin Zhan Richard He Bai Peng Shi Theo Rekatsinas ... Jeff Pound Josh Susskind Natalie Schluter Ihab F. Ilyas Navdeep Jaitly 15 2 0 20 Sep 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text Tahsina Hashem Weiqing Wang Derry Wijaya Mohammed Eunus Ali Yuan-Fang Li 19 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
Evaluating Generative Models for Graph-to-Text Generation Shuzhou Yuan Michael Färber 17 19 0 27 Jul 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 11 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 13 3 0 16 Jun 2023
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency M. Crouse Ramón Fernández Astudillo Tahira Naseem Subhajit Chaudhury Pavan Kapanipathi Salim Roukos Alexander G. Gray OffRL 17 0 0 31 May 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System Shimin Li Xiaotian Zhang Yanjun Zheng Linyang Li Xipeng Qiu 19 2 0 25 May 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training Zhuoer Wang Marcus D. Collins Nikhita Vedula Simone Filice S. Malmasi Oleg Rokhlenko 39 10 0 24 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models Oana Ignat Zhijing Jin Artem Abzaliev Laura Biester Santiago Castro ... Verónica Pérez-Rosas Siqi Shen Zekun Wang Winston Wu Rada Mihalcea LRM 24 6 0 21 May 2023
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs Jiuzhou Han Nigel Collier Wray L. Buntine Ehsan Shareghi 62 36 0 21 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 24 501 0 07 Mar 2023
Learning from Multiple Sources for Data-to-Text and Text-to-Data S. Duong Alberto Lumbreras Mike Gartrell Patrick Gallinari 21 3 0 22 Feb 2023
Knowledge Graph Generation From Text Igor Melnyk Pierre L. Dognin Payel Das 10 23 0 18 Nov 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 19 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
A multi-task semi-supervised framework for Text2Graph & Graph2Text Oriol Domingo Marta R. Costa-jussá Carlos Escolano 21 1 0 12 Feb 2022
GenIE: Generative Information Extraction Martin Josifoski Nicola De Cao Maxime Peyrard Fabio Petroni Robert West 42 63 0 15 Dec 2021
Improving Logical-Level Natural Language Generation with Topic-Conditioned Data Augmentation and Logical Form Generation Ao Liu Congjian Luo Naoaki Okazaki 11 4 0 12 Dec 2021
EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation Anthony Colas A. Sadeghian Yue Wang D. Wang 8 21 0 30 Oct 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation Zequn Liu Shukai Wang Yiyang Gu Ruiyi Zhang Ming Zhang Sheng Wang MedIm 50 10 0 09 Sep 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models Pierre L. Dognin Inkit Padhi Igor Melnyk Payel Das OffRL 11 20 0 27 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 35 95 0 19 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 30 47 0 03 Jun 2021
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text Md. Mahinur Rashid Hasin Kawsar Jahan Annysha Huzzat Riyasaat Ahmed Rahul Tamim Bin Zakir F. Meem Md. Saddam Hossain Mukta Swakkhar Shatabda 29 8 0 09 Apr 2021
Denoising Pre-Training and Data Augmentation Strategies for Enhanced RDF Verbalization with Transformers Sébastien Montella Betty Fabre Tanguy Urvoy Johannes Heinecke L. Rojas-Barahona 13 14 0 01 Dec 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 199 1,652 0 16 Mar 2020
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks Minjie Wang Da Zheng Zihao Ye Quan Gan Mufei Li ... J. Zhao Haotong Zhang Alex Smola Jinyang Li Zheng-Wei Zhang AI4CE GNN 189 743 0 03 Sep 2019
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015