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1906.03221
Cited By
Data-to-text Generation with Entity Modeling
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
7 June 2019
Ratish Puduppully
Li Dong
Mirella Lapata
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Papers citing
"Data-to-text Generation with Entity Modeling"
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Towards Improving Interpretability of Language Model Generation through a Structured Knowledge Discovery Approach
IEEE Journal on Selected Topics in Signal Processing (JSTSP), 2025
Shuqi Liu
Han Wu
Guanzhi Deng
Jianshu Chen
Xiaoyang Wang
Linqi Song
117
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Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework
Zheye Deng
Chunkit Chan
Tianshi Zheng
Wei Fan
Weiqi Wang
Yangqiu Song
131
3
0
17 Aug 2025
Satyrn: A Platform for Analytics Augmented Generation
Marko Sterbentz
Cameron Barrie
Shubham Shahi
Abhratanu Dutta
Donna Hooshmand
Harper Pack
Kristian J. Hammond
182
1
0
17 Jun 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation
Zdeněk Kasner
Ondrej Dusek
332
23
0
18 Jan 2024
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
191
4
0
10 Aug 2023
Improving Few-shot and Zero-shot Entity Linking with Coarse-to-Fine Lexicon-based Retriever
Natural Language Processing and Chinese Computing (NLPCC), 2023
Shijue Huang
Bin Wang
Libo Qin
Qin Zhao
Ruifeng Xu
286
2
0
07 Aug 2023
Towards Zero-Shot Personalized Table-to-Text Generation with Contrastive Persona Distillation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Haolan Zhan
Xuming Lin
Shaobo Cui
Zhongzhou Zhao
Wei Zhou
Haiqing Chen
107
1
0
18 Apr 2023
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2023
Yilun Zhao
Zhenting Qi
Linyong Nan
Lorenzo Jaime Yu Flores
Dragomir R. Radev
LMTD
177
25
0
06 Feb 2023
Commentary Generation from Data Records of Multiplayer Strategy Esports Game
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Zihan Wang
Naoki Yoshinaga
343
3
0
21 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Faeze Brahman
Baolin Peng
Michel Galley
Sudha Rao
Bill Dolan
Snigdha Chaturvedi
Jianfeng Gao
HILM
184
5
0
04 Dec 2022
Going for GOAL: A Resource for Grounded Football Commentaries
Alessandro Suglia
José Lopes
E. Bastianelli
Andrea Vanzo
Shubham Agarwal
Malvina Nikandrou
Lu Yu
Ioannis Konstas
Verena Rieser
137
8
0
08 Nov 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiannan Xiang
Zhengzhong Liu
Yucheng Zhou
Eric P. Xing
Zhiting Hu
325
17
0
09 Oct 2022
Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model
Computational Linguistics (CL), 2022
Chris van der Lee
Thiago Castro Ferreira
Chris Emmery
Travis J. Wiltshire
Emiel Krahmer
202
2
0
14 Jul 2022
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data
Jon Harris
Mohammed J Zaki
AI4TS
205
2
0
11 Jul 2022
Conditional Generation with a Question-Answering Blueprint
Transactions of the Association for Computational Linguistics (TACL), 2022
Shashi Narayan
Joshua Maynez
Reinald Kim Amplayo
Kuzman Ganchev
Annie Louis
Fantine Huot
Anders Sandholm
Dipanjan Das
Mirella Lapata
289
57
0
01 Jul 2022
GEMv2: Multilingual NLG Benchmarking in a Single Line of Code
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Sebastian Gehrmann
Abhik Bhattacharjee
Abinaya Mahendiran
Alex Jinpeng Wang
Alexandros Papangelis
...
Yacine Jernite
Yi Xu
Yisi Sang
Yixin Liu
Yufang Hou
376
41
0
22 Jun 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Ao Liu
Haoyu Dong
Naoaki Okazaki
Shi Han
Dongmei Zhang
LMTD
253
25
0
25 May 2022
DISK: Domain-constrained Instance Sketch for Math Word Problem Generation
International Conference on Computational Linguistics (COLING), 2022
Tianyang Cao
Shuang Zeng
Xiaodan Xu
Mairgup Mansur
Baobao Chang
153
4
0
10 Apr 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 Wu
HILM
367
37
0
10 Mar 2022
Data-to-text Generation with Variational Sequential Planning
Transactions of the Association for Computational Linguistics (TACL), 2022
Ratish Puduppully
Yao Fu
Mirella Lapata
232
25
0
28 Feb 2022
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation
Sanghyuk Choi
J. Hwang
Hyungjong Noh
Yeonsoo Lee
135
4
0
20 Dec 2021
Text-to-Table: A New Way of Information Extraction
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xueqing Wu
Jiacheng Zhang
Hang Li
LMTD
233
77
0
06 Sep 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yixuan Su
David Vandyke
Sihui Wang
Yimai Fang
Nigel Collier
238
91
0
31 Aug 2021
Generation Challenges: Results of the Accuracy Evaluation Shared Task
International Conference on Natural Language Generation (INLG), 2021
Craig Thomson
Ehud Reiter
202
20
0
12 Aug 2021
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Xinyu Hua
Ashwin Sreevatsa
Lu Wang
155
23
0
01 Jun 2021
Nutribullets Hybrid: Multi-document Health Summarization
Darsh J. Shah
L. Yu
Tao Lei
Regina Barzilay
168
4
0
08 Apr 2021
Nutri-bullets: Summarizing Health Studies by Composing Segments
AAAI Conference on Artificial Intelligence (AAAI), 2021
Darsh J. Shah
L. Yu
Tao Lei
Regina Barzilay
183
11
0
22 Mar 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation
Data mining and knowledge discovery (DMKD), 2021
Clément Rebuffel
Marco Roberti
Laure Soulier
Geoffrey Scoutheeten
R. Cancelliere
Patrick Gallinari
248
73
0
04 Feb 2021
Data-to-text Generation with Macro Planning
Transactions of the Association for Computational Linguistics (TACL), 2021
Ratish Puduppully
Mirella Lapata
186
83
0
04 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics
IEEE Games Entertainment Media Conference (IEEE GEM), 2021
Sebastian Gehrmann
Tosin Adewumi
Karmanya Aggarwal
Pawan Sasanka Ammanamanchi
Aremu Anuoluwapo
...
Nishant Subramani
Wei Xu
Diyi Yang
Akhila Yerukola
Jiawei Zhou
VLM
873
305
0
02 Feb 2021
TSQA: Tabular Scenario Based Question Answering
AAAI Conference on Artificial Intelligence (AAAI), 2021
Xiao Li
Yawei Sun
Gong Cheng
LMTD
280
36
0
14 Jan 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections
Findings (Findings), 2020
Mingda Chen
Sam Wiseman
Kevin Gimpel
373
37
0
29 Dec 2020
Latent Template Induction with Gumbel-CRFs
Neural Information Processing Systems (NeurIPS), 2020
Yao Fu
Chuanqi Tan
Bin Bi
Mosha Chen
Yansong Feng
Alexander M. Rush
BDL
158
14
0
29 Nov 2020
Template Controllable keywords-to-text Generation
Abhijit Mishra
Md. Faisal Mahbub Chowdhury
Sagar Manohar
Dan Gutfreund
Karthik Sankaranarayanan
BDL
193
3
0
07 Nov 2020
Entity Linking in 100 Languages
Jan A. Botha
Zifei Shan
D. Gillick
VLM
147
84
0
05 Nov 2020
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation
International Conference on Natural Language Generation (INLG), 2020
Clément Rebuffel
Laure Soulier
Geoffrey Scoutheeten
Patrick Gallinari
209
9
0
21 Oct 2020
Learning Better Representation for Tables by Self-Supervised Tasks
Liang Li
Can Ma
Yinliang Yue
Linjun Shou
Dayong Hu
SSL
LMTD
AI4TS
192
1
0
15 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis
Qingyun Wang
Qi Zeng
Lifu Huang
Kevin Knight
Heng Ji
Nazneen Rajani
315
70
0
13 Oct 2020
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data
Katja Filippova
217
131
0
12 Oct 2020
Partially-Aligned Data-to-Text Generation with Distant Supervision
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Z. Fu
Bei Shi
Wai Lam
Lidong Bing
Zhiyuan Liu
126
23
0
03 Oct 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
284
218
0
06 Jul 2020
Fact-based Text Editing
Hayate Iso
Chao Qiao
Hang Li
KELM
216
25
0
02 Jul 2020
Posterior Control of Blackbox Generation
Xiang Lisa Li
Alexander M. Rush
150
25
0
10 May 2020
ESPRIT: Explaining Solutions to Physical Reasoning Tasks
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Nazneen Rajani
Rui Zhang
Y. Tan
Stephan Zheng
Jeremy C. Weiss
Aadit Vyas
Abhijit Gupta
Caiming Xiong
R. Socher
Dragomir R. Radev
ReLM
LRM
228
22
0
02 May 2020
Logical Natural Language Generation from Open-Domain Tables
Wenhu Chen
Jianshu Chen
Yunde Su
Zhiyu Zoey Chen
William Yang Wang
LMTD
272
171
0
22 Apr 2020
Neural Data-to-Text Generation with Dynamic Content Planning
Knowledge-Based Systems (KBS), 2020
Kai Chen
Fayuan Li
Baotian Hu
Weihua Peng
Qingcai Chen
Hong-ye Yu
124
12
0
16 Apr 2020
Revisiting Challenges in Data-to-Text Generation with Fact Grounding
International Conference on Natural Language Generation (INLG), 2020
Hongmin Wang
HILM
176
53
0
12 Jan 2020
A Hierarchical Model for Data-to-Text Generation
European Conference on Information Retrieval (ECIR), 2019
Clément Rebuffel
Laure Soulier
Geoffrey Scoutheeten
Patrick Gallinari
198
66
0
20 Dec 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation
Ran Tian
Shashi Narayan
Thibault Sellam
Ankur P. Parikh
HILM
389
101
0
19 Oct 2019
Learning to Select, Track, and Generate for Data-to-Text
Annual Meeting of the Association for Computational Linguistics (ACL), 2019
Hayate Iso
Yui Uehara
Tatsuya Ishigaki
Hiroshi Noji
Eiji Aramaki
Ichiro Kobayashi
Yusuke Miyao
Naoaki Okazaki
Hiroya Takamura
144
49
0
23 Jul 2019
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