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Modeling Graph Structure in Transformer for Better AMR-to-Text
  Generation

Modeling Graph Structure in Transformer for Better AMR-to-Text Generation

Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
31 August 2019
Jiehan Zhu
Junhui Li
Muhua Zhu
Longhua Qian
Min Zhang
Guodong Zhou
ArXiv (abs)PDFHTML

Papers citing "Modeling Graph Structure in Transformer for Better AMR-to-Text Generation"

40 / 40 papers shown
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs
Can LLMs Interpret and Leverage Structured Linguistic Representations? A Case Study with AMRs
Ankush Raut
Xiaofeng Zhu
Maria Leonor Pacheco
325
3
0
07 Apr 2025
A Survey of Graph Transformers: Architectures, Theories and Applications
A Survey of Graph Transformers: Architectures, Theories and Applications
Chaohao Yuan
Kangfei Zhao
Ercan Engin Kuruoglu
Shu Wu
Qifeng Bai
Wenbing Huang
Deli Zhao
Hong Cheng
Yu Rong
494
13
0
23 Feb 2025
LLaMIPa: An Incremental Discourse Parser
LLaMIPa: An Incremental Discourse Parser
Kate Thompson
Akshay Chaturvedi
Julie Hunter
Nicholas Asher
CLL
188
7
0
26 Jun 2024
Unifying Structured Data as Graph for Data-to-Text Pre-Training
Unifying Structured Data as Graph for Data-to-Text Pre-TrainingTransactions of the Association for Computational Linguistics (TACL), 2024
Shujie Li
Liang Li
Ruiying Geng
Min Yang
Binhua Li
...
Wanwei He
Shao Yuan
Can Ma
Fei Huang
Yongbin Li
LMTD
291
25
0
02 Jan 2024
Reranking for Natural Language Generation from Logical Forms: A Study
  based on Large Language Models
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language ModelsInternational Joint Conference on Natural Language Processing (IJCNLP), 2023
Levon Haroutunian
Zhuang Li
Lucian Galescu
Philip R. Cohen
Raj Tumuluri
Gholamreza Haffari
LRM
211
2
0
21 Sep 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale
  and High Quality
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High QualityAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Liang Li
Ruiying Geng
Chengyang Fang
Bing Li
Can Ma
Rongyu Cao
Binhua Li
Fei Huang
Yongbin Li
195
4
0
20 Jun 2023
A Graph Transformer-Driven Approach for Network Robustness Learning
A Graph Transformer-Driven Approach for Network Robustness LearningIEEE Transactions on Circuits and Systems Part 1: Regular Papers (TCAS-I), 2023
Yu Zhang
Jia Li
Jie Ding
Xiang Li
OODAAMLOffRL
136
11
0
12 Jun 2023
Retrieving Multimodal Information for Augmented Generation: A Survey
Retrieving Multimodal Information for Augmented Generation: A SurveyConference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Ruochen Zhao
Hailin Chen
Weishi Wang
Fangkai Jiao
Do Xuan Long
...
Bosheng Ding
Xiaobao Guo
Minzhi Li
Xingxuan Li
Shafiq Joty
416
127
0
20 Mar 2023
Cross-domain Generalization for AMR Parsing
Cross-domain Generalization for AMR ParsingConference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xuefeng Bai
Sen Yang
Leyang Cui
Linfeng Song
Yue Zhang
203
3
0
22 Oct 2022
SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation
SGRAM: Improving Scene Graph Parsing via Abstract Meaning Representation
Woo Suk Choi
Y. Heo
Byoung-Tak Zhang
GNN
211
3
0
17 Oct 2022
Semantic-based Pre-training for Dialogue Understanding
Semantic-based Pre-training for Dialogue UnderstandingInternational Conference on Computational Linguistics (COLING), 2022
Xuefeng Bai
Linfeng Song
Yue Zhang
250
8
0
19 Sep 2022
Graph-to-Text Generation with Dynamic Structure Pruning
Graph-to-Text Generation with Dynamic Structure PruningInternational Conference on Computational Linguistics (COLING), 2022
Liang Li
Ruiying Geng
Bowen Li
Can Ma
Yinliang Yue
Binhua Li
Yongbin Li
214
3
0
15 Sep 2022
A Survey : Neural Networks for AMR-to-Text
Hongyu Hao
Guangtong Li
Zhiming Hu
Huafeng Wang
187
1
0
15 Jun 2022
Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions
Geometry-Aware Supertagging with Heterogeneous Dynamic Convolutions
Konstantinos Kogkalidis
M. Moortgat
222
10
0
23 Mar 2022
Graph Pre-training for AMR Parsing and Generation
Graph Pre-training for AMR Parsing and GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Xuefeng Bai
Yulong Chen
Yue Zhang
SSL
321
126
0
15 Mar 2022
Transformer for Graphs: An Overview from Architecture Perspective
Transformer for Graphs: An Overview from Architecture Perspective
Erxue Min
Runfa Chen
Yatao Bian
Qifeng Bai
Kangfei Zhao
Wenbing Huang
P. Zhao
Junzhou Huang
Sophia Ananiadou
Yu Rong
256
188
0
17 Feb 2022
Compositionality-Aware Graph2Seq Learning
Compositionality-Aware Graph2Seq Learning
Takeshi D. Itoh
Takatomi Kubo
K. Ikeda
154
0
0
28 Jan 2022
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence
  Dependency Graph
Zero-Shot Cross-Lingual Machine Reading Comprehension via Inter-sentence Dependency Graph
Liyan Xu
Xuchao Zhang
Bo Zong
Yanchi Liu
Wei Cheng
Jingchao Ni
Haifeng Chen
Bo Pan
Jinho Choi
304
5
0
01 Dec 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation
Graphine: A Dataset for Graph-aware Terminology Definition GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zequn Liu
Shukai Wang
Yiyang Gu
Ruiyi Zhang
Ming Zhang
Sheng Wang
MedIm
227
14
0
09 Sep 2021
Latent Tree Decomposition Parsers for AMR-to-Text Generation
Latent Tree Decomposition Parsers for AMR-to-Text Generation
Lisa Jin
D. Gildea
149
0
0
27 Aug 2021
Tree Decomposition Attention for AMR-to-Text Generation
Tree Decomposition Attention for AMR-to-Text Generation
Lisa Jin
D. Gildea
145
0
0
27 Aug 2021
JointGT: Graph-Text Joint Representation Learning for Text Generation
  from Knowledge Graphs
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge GraphsFindings (Findings), 2021
Pei Ke
Haozhe Ji
Yuanyuan Ran
Xin Cui
Liwei Wang
Linfeng Song
Xiaoyan Zhu
Shiyu Huang
247
115
0
19 Jun 2021
Semantic Representation for Dialogue Modeling
Semantic Representation for Dialogue ModelingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Xuefeng Bai
Yulong Chen
Linfeng Song
Yue Zhang
218
56
0
21 May 2021
AMR Parsing with Action-Pointer Transformer
AMR Parsing with Action-Pointer TransformerNorth American Chapter of the Association for Computational Linguistics (NAACL), 2021
Jiawei Zhou
Tahira Naseem
Ramón Fernández Astudillo
Radu Florian
283
47
0
29 Apr 2021
Position Information in Transformers: An Overview
Position Information in Transformers: An OverviewComputational Linguistics (CL), 2021
Philipp Dufter
Martin Schmitt
Hinrich Schütze
277
195
0
22 Feb 2021
Structural Information Preserving for Graph-to-Text Generation
Structural Information Preserving for Graph-to-Text GenerationAnnual Meeting of the Association for Computational Linguistics (ACL), 2020
Linfeng Song
Ante Wang
Jinsong Su
Yue Zhang
Kun Xu
Yubin Ge
Dong Yu
224
57
0
12 Feb 2021
Multilingual AMR-to-Text Generation
Multilingual AMR-to-Text Generation
Angela Fan
Claire Gardent
135
35
0
10 Nov 2020
Stronger Transformers for Neural Multi-Hop Question Generation
Stronger Transformers for Neural Multi-Hop Question Generation
Devendra Singh Sachan
Lingfei Wu
Mrinmaya Sachan
William L. Hamilton
145
8
0
22 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge
  Synthesis
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis
Qingyun Wang
Qi Zeng
Lifu Huang
Kevin Knight
Heng Ji
Nazneen Rajani
314
68
0
13 Oct 2020
Online Back-Parsing for AMR-to-Text Generation
Online Back-Parsing for AMR-to-Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Xuefeng Bai
Linfeng Song
Yue Zhang
214
18
0
09 Oct 2020
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text
  Generation
Lightweight, Dynamic Graph Convolutional Networks for AMR-to-Text GenerationConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Yan Zhang
Zhijiang Guo
Zhiyang Teng
Wei Lu
Shay B. Cohen
Zuozhu Liu
Lidong Bing
GNN
178
19
0
09 Oct 2020
Improving AMR Parsing with Sequence-to-Sequence Pre-training
Improving AMR Parsing with Sequence-to-Sequence Pre-trainingConference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Dong Xu
Junhui Li
Muhua Zhu
Min Zhang
Guodong Zhou
AIMat
157
70
0
05 Oct 2020
Investigating Pretrained Language Models for Graph-to-Text Generation
Investigating Pretrained Language Models for Graph-to-Text Generation
Leonardo F. R. Ribeiro
Martin Schmitt
Hinrich Schütze
Iryna Gurevych
353
226
0
16 Jul 2020
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual
  Sequence Generation
Sparse Graph to Sequence Learning for Vision Conditioned Long Textual Sequence Generation
Aditya Mogadala
Marius Mosbach
Dietrich Klakow
VLM
725
0
0
12 Jul 2020
DART: Open-Domain Structured Data Record to Text Generation
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
278
218
0
06 Jul 2020
Modeling Graph Structure via Relative Position for Text Generation from
  Knowledge Graphs
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
231
8
0
16 Jun 2020
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
Retrieval-Augmented Generation for Code Summarization via Hybrid GNN
Shangqing Liu
Yu Chen
Xiaofei Xie
J. Siow
Yang Liu
354
185
0
09 Jun 2020
GPT-too: A language-model-first approach for AMR-to-text generation
GPT-too: A language-model-first approach for AMR-to-text generation
Manuel Mager
Ramón Fernández Astudillo
Tahira Naseem
Md Arafat Sultan
Young-Suk Lee
Radu Florian
Salim Roukos
255
104
0
18 May 2020
A Human Evaluation of AMR-to-English Generation Systems
A Human Evaluation of AMR-to-English Generation SystemsInternational Conference on Computational Linguistics (COLING), 2020
Emma Manning
Shira Wein
Nathan Schneider
263
21
0
14 Apr 2020
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation
  with Semantic Fidelity
Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic FidelityInternational Conference on Computational Linguistics (COLING), 2020
Hamza Harkous
Isabel Groves
Amir Saffari
201
91
0
08 Apr 2020
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