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2006.04702
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CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training
8 June 2020
Qipeng Guo
Zhijing Jin
Xipeng Qiu
Weinan Zhang
David Wipf
Zheng Zhang
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Papers citing
"CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training"
38 / 38 papers shown
Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation
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208
1
0
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Mix-of-Granularity: Optimize the Chunking Granularity for Retrieval-Augmented Generation
International Conference on Computational Linguistics (COLING), 2024
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Hanwen Liu
Xiaoya Cui
Xiaofan Zhang
Zengchang Qin
359
33
0
28 Jan 2025
Graph2text or Graph2token: A Perspective of Large Language Models for Graph Learning
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Yingbo Wang
Ruolin Li
Guchun Liu
Yanming Shen
Shaoxiong Ji
Bowen Li
Fengling Han
Xiuzhen Zhang
Xiwei Xu
191
11
0
03 Jan 2025
Probing Omissions and Distortions in Transformer-based RDF-to-Text Models
J. Faille
Albert Gatt
Claire Gardent
298
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
307
3
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
387
19
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
226
2
0
01 Feb 2024
Unsupervised Learning of Graph from Recipes
Aissatou Diallo
Antonis Bikakis
Luke Dickens
Anthony Hunter
Rob Miller
SSL
190
0
0
22 Jan 2024
Self-training from Self-memory in Data-to-text Generation
Hoang-Thang Ta
242
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
371
3
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
334
1
0
01 Nov 2023
Knowledge Engineering using Large Language Models
Bradley Paul Allen
Lise Stork
Paul T. Groth
319
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0
01 Oct 2023
Construction of Paired Knowledge Graph-Text Datasets Informed by Cyclic Evaluation
International Conference on Language Resources and Evaluation (LREC), 2023
Ali Mousavi
Xin Zhan
Richard He Bai
Peng Shi
Theo Rekatsinas
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Jeff Pound
Josh Susskind
Natalie Schluter
Ihab F. Ilyas
Navdeep Jaitly
226
5
0
20 Sep 2023
Generating Faithful Text From a Knowledge Graph with Noisy Reference Text
International Conference on Natural Language Generation (INLG), 2023
Tahsina Hashem
Weiqing Wang
Derry Wijaya
Mohammed Eunus Ali
Yuan-Fang Li
277
4
0
12 Aug 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Alexander Hanbo Li
Mingyue Shang
Evangelia Spiliopoulou
Jie Ma
Patrick Ng
...
William Yang Wang
Kathleen McKeown
Vittorio Castelli
Dan Roth
Bing Xiang
280
4
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10 Aug 2023
Evaluating Generative Models for Graph-to-Text Generation
Recent Advances in Natural Language Processing (RANLP), 2023
Shuzhou Yuan
Michael Färber
249
28
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27 Jul 2023
Knowledge Graph for NLG in the context of conversational agents
Hussam Ghanem
Massinissa Atmani
C. Cruz
317
1
0
04 Jul 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yu Lu
Junwei Bao
Zichen Ma
Xiaoguang Han
Youzheng Wu
Shuguang Cui
Xiaodong He
187
6
0
16 Jun 2023
Scalable Learning of Latent Language Structure With Logical Offline Cycle Consistency
Mayank Agarwal
Ramón Fernández Astudillo
Tahira Naseem
Subhajit Chaudhury
Pavan Kapanipathi
Salim Roukos
Alexander G. Gray
OffRL
249
0
0
31 May 2023
Multijugate Dual Learning for Low-Resource Task-Oriented Dialogue System
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Shimin Li
Xiaotian Zhang
Yanjun Zheng
Linyang Li
Xipeng Qiu
245
3
0
25 May 2023
Faithful Low-Resource Data-to-Text Generation through Cycle Training
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Zhuoer Wang
Marcus D. Collins
Nikhita Vedula
Simone Filice
S. Malmasi
Oleg Rokhlenko
252
12
0
24 May 2023
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
International Conference on Language Resources and Evaluation (LREC), 2023
Oana Ignat
Zhijing Jin
Artem Abzaliev
Laura Biester
Santiago Castro
...
Verónica Pérez-Rosas
Siqi Shen
Zekun Wang
Winston Wu
Amélie Reymond
LRM
384
8
0
21 May 2023
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiuzhou Han
Nigel Collier
Wray Buntine
Ehsan Shareghi
263
63
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
405
780
0
07 Mar 2023
Learning from Multiple Sources for Data-to-Text and Text-to-Data
International Conference on Artificial Intelligence and Statistics (AISTATS), 2023
S. Duong
Alberto Lumbreras
Mike Gartrell
Patrick Gallinari
239
3
0
22 Feb 2023
Knowledge Graph Generation From Text
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Igor Melnyk
Pierre Dognin
Payel Das
257
36
0
18 Nov 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Zdeněk Kasner
Ioannis Konstas
Ondrej Dusek
270
7
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
164
3
0
22 Sep 2022
A multi-task semi-supervised framework for Text2Graph & Graph2Text
Oriol Domingo
Marta R. Costa-jussá
Carlos Escolano
226
2
0
12 Feb 2022
GenIE: Generative Information Extraction
Martin Josifoski
Nicola De Cao
Maxime Peyrard
Fabio Petroni
Robert West
463
90
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
257
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
291
26
0
30 Oct 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zequn Liu
Shukai Wang
Yiyang Gu
Ruiyi Zhang
Ming Zhang
Sheng Wang
MedIm
266
14
0
09 Sep 2021
ReGen: Reinforcement Learning for Text and Knowledge Base Generation using Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Pierre Dognin
Inkit Padhi
Igor Melnyk
Payel Das
OffRL
174
30
0
27 Aug 2021
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs
Findings (Findings), 2021
Pei Ke
Haozhe Ji
Yuanyuan Ran
Xin Cui
Liwei Wang
Linfeng Song
Xiaoyan Zhu
Shiyu Huang
310
119
0
19 Jun 2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
Findings (Findings), 2021
Junyi Li
Tianyi Tang
Wayne Xin Zhao
Zhicheng Wei
N. Yuan
Ji-Rong Wen
167
59
0
03 Jun 2021
Text2Chart: A Multi-Staged Chart Generator from Natural Language Text
Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), 2021
Md. Mahinur Rashid
Hasin Kawsar Jahan
Annysha Huzzat
Riyasaat Ahmed Rahul
Tamim Bin Zakir
F. Meem
Md. Saddam Hossain Mukta
Swakkhar Shatabda
200
15
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
301
15
0
01 Dec 2020
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