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2004.10404
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Logical Natural Language Generation from Open-Domain Tables
22 April 2020
Wenhu Chen
Jianshu Chen
Yunde Su
Zhiyu Zoey Chen
William Yang Wang
LMTD
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Papers citing
"Logical Natural Language Generation from Open-Domain Tables"
50 / 99 papers shown
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168
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Ondřej Plátek
Zdeněk Kasner
Ondrej Dusek
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248
0
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15 Oct 2025
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
195
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17 Aug 2025
MegaWika 2: A More Comprehensive Multilingual Collection of Articles and their Sources
Samuel Barham
Chandler May
Benjamin Van Durme
SyDa
330
3
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05 Aug 2025
Tabular Data Understanding with LLMs: A Survey of Recent Advances and Challenges
Xiaofeng Wu
Alan Ritter
Wei Xu
LMTD
322
5
0
31 Jul 2025
Ta-G-T: Subjectivity Capture in Table to Text Generation via RDF Graphs
Ronak Upasham
Tathagata Dey
Pushpak Bhattacharyya
165
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0
25 Jul 2025
TransientTables: Evaluating LLMs' Reasoning on Temporally Evolving Semi-structured Tables
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Abhilash Shankarampeta
Harsh Mahajan
Tushar Kataria
Dan Roth
Vivek Gupta
LMTD
ReLM
LRM
273
3
0
02 Apr 2025
OpeNLGauge: An Explainable Metric for NLG Evaluation with Open-Weights LLMs
Ivan Kartáč
Mateusz Lango
Ondrej Dusek
ELM
583
5
0
14 Mar 2025
DETQUS: Decomposition-Enhanced Transformers for QUery-focused Summarization
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Yasir Khan
Xinlei Wu
Sangpil Youm
Justin Ho
Aryaan Shaikh
Jairo Garciga
Rohan Sharma
Bonnie J. Dorr
LMTD
299
0
0
07 Mar 2025
eC-Tab2Text: Aspect-Based Text Generation from e-Commerce Product Tables
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Luis Antonio Gutiérrez Guanilo
Mir Tafseer Nayeem
Cristian López
Davood Rafiei
LMTD
417
2
0
21 Feb 2025
MDSF: Context-Aware Multi-Dimensional Data Storytelling Framework based on Large language Model
Chengze Zhang
Changshan Li
Shiyang Gao
369
1
0
03 Jan 2025
DataTales: A Benchmark for Real-World Intelligent Data Narration
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yajing Yang
Qian Liu
Min-Yen Kan
358
3
0
23 Oct 2024
Towards More Effective Table-to-Text Generation: Assessing In-Context Learning and Self-Evaluation with Open-Source Models
Sahar Iravani
Tim . O . F Conrad
LMTD
305
1
0
15 Oct 2024
Enhancing Temporal Understanding in LLMs for Semi-structured Tables
Irwin Deng
Kushagra Dixit
Vivek Gupta
Dan Roth
LMTD
391
9
0
22 Jul 2024
Unveiling Implicit Table Knowledge with Question-Then-Pinpoint Reasoner for Insightful Table Summarization
Kwangwook Seo
Jinyoung Yeo
Dongha Lee
ReLM
LMTD
LRM
253
4
0
18 Jun 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables
Chaoxu Pang
Yixuan Cao
Chunhao Yang
Ping Luo
RALM
LMTD
319
10
0
06 Jun 2024
StrucTexTv3: An Efficient Vision-Language Model for Text-rich Image Perception, Comprehension, and Beyond
Pengyuan Lyu
Yulin Li
Hao Zhou
Weihong Ma
Xingyu Wan
...
Liang Wu
Chengquan Zhang
Kun Yao
Errui Ding
Jingdong Wang
450
14
0
31 May 2024
QFMTS: Generating Query-Focused Summaries over Multi-Table Inputs
European Conference on Artificial Intelligence (ECAI), 2024
Weijia Zhang
Vaishali Pal
Jia-Hong Huang
Evangelos Kanoulas
Maarten de Rijke
LMTD
312
10
0
08 May 2024
Improving Factual Accuracy of Neural Table-to-Text Output by Addressing Input Problems in ToTTo
Barkavi Sundararajan
S. Sripada
Ehud Reiter
LMTD
311
5
0
05 Apr 2024
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Kung-Hsiang Huang
Hou Pong Chan
Yi R. Fung
Haoyi Qiu
Mingyang Zhou
Shafiq Joty
Shih-Fu Chang
Chenhui Xu
AI4TS
550
67
0
18 Mar 2024
ChartThinker: A Contextual Chain-of-Thought Approach to Optimized Chart Summarization
Mengsha Liu
Daoyuan Chen
Yaliang Li
Guian Fang
Ying Shen
303
32
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17 Mar 2024
LLMs with Industrial Lens: Deciphering the Challenges and Prospects -- A Survey
Ashok Urlana
Charaka Vinayak Kumar
Ajeet Kumar Singh
B. Garlapati
S. Chalamala
Rahul Mishra
450
22
0
22 Feb 2024
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data
Dehai Min
Nan Hu
Rihui Jin
Nuo Lin
Jiaoyan Chen
...
Yu Li
Guilin Qi
Yun Li
Nijun Li
Qianren Wang
LMTD
285
33
0
20 Feb 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs
Naihao Deng
Zhenjie Sun
Ruiqi He
Aman Sikka
Yulong Chen
Lin Ma
Yue Zhang
Amélie Reymond
LMTD
483
48
0
19 Feb 2024
A Systematic Review of Data-to-Text NLG
Chinonso Osuji
Thiago Castro Ferreira
Brian Davis
412
5
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13 Feb 2024
A Survey of Table Reasoning with Large Language Models
Xuanliang Zhang
Dingzirui Wang
Longxu Dou
Qingfu Zhu
Wanxiang Che
LMTD
LRM
388
29
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13 Feb 2024
CABINET: Content Relevance based Noise Reduction for Table Question Answering
Sohan Patnaik
Heril Changwal
Milan Aggarwal
Sumita Bhatia
Yaman Kumar
Balaji Krishnamurthy
LMTD
RALM
588
34
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02 Feb 2024
Augment before You Try: Knowledge-Enhanced Table Question Answering via Table Expansion
Yujian Liu
Jiabao Ji
Tong Yu
Ryan Rossi
Sungchul Kim
Handong Zhao
Ritwik Sinha
Yang Zhang
Shiyu Chang
RALM
LMTD
249
4
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28 Jan 2024
Unifying Structured Data as Graph for Data-to-Text Pre-Training
Transactions 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
350
27
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02 Jan 2024
Towards Controlled Table-to-Text Generation with Scientific Reasoning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Zhixin Guo
Jianping Zhou
Jiexing Qi
Mingxuan Yan
Ziwei He
Guanjie Zheng
Zhouhan Lin
Xinbing Wang
Cheng Zhou
LMTD
203
7
0
08 Dec 2023
PixT3: Pixel-based Table-To-Text Generation
Iñigo Alonso
Eneko Agirre
Mirella Lapata
LMTD
468
9
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16 Nov 2023
TempTabQA: Temporal Question Answering for Semi-Structured Tables
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Vivek Gupta
Pranshu Kandoi
M. Vora
Shuo Zhang
Yujie He
R. Reinanda
Vivek Srikumar
LMTD
292
35
0
14 Nov 2023
Automatic Logical Forms improve fidelity in Table-to-Text generation
Expert systems with applications (ESWA), 2023
Iñigo Alonso
Eneko Agirre
LMTD
330
4
0
26 Oct 2023
Testing the Limits of Unified Sequence to Sequence LLM Pretraining on Diverse Table Data Tasks
Soumajyoti Sarkar
Leonard Lausen
LMTD
298
10
0
01 Oct 2023
Effective Distillation of Table-based Reasoning Ability from LLMs
International Conference on Language Resources and Evaluation (LREC), 2023
Bohao Yang
Chen Tang
Kangning Zhao
Chenghao Xiao
Chenghua Lin
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434
39
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22 Sep 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
275
4
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10 Aug 2023
RobuT: A Systematic Study of Table QA Robustness Against Human-Annotated Adversarial Perturbations
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yilun Zhao
Chen Zhao
Linyong Nan
Zhenting Qi
Wenlin Zhang
Xiangru Tang
Boyu Mi
Dragomir R. Radev
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230
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25 Jun 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Ruiying Geng
Chengyang Fang
Bing Li
Can Ma
Rongyu Cao
Binhua Li
Fei Huang
Yongbin Li
238
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Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences?
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuxin He
Jing-Hao Hu
Buzhou Tang
276
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A Sequence-to-Sequence&Set Model for Text-to-Table Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Zhihao Wang
Liangying Shao
Xuling Zheng
Xiaoli Wang
Jinsong Su
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270
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31 May 2023
Investigating Table-to-Text Generation Capabilities of LLMs in Real-World Information Seeking Scenarios
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Haowei Zhang
Shengyun Si
Linyong Nan
Xiangru Tang
Arman Cohan
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370
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24 May 2023
QTSumm: Query-Focused Summarization over Tabular Data
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Yilun Zhao
Zhenting Qi
Linyong Nan
Boyu Mi
Yixin Liu
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Ruizhe Chen
Xiangru Tang
Yumo Xu
Dragomir R. Radev
Arman Cohan
RALM
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305
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23 May 2023
ReTAG: Reasoning Aware Table to Analytic Text Generation
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Deepanway Ghosal
Preksha Nema
A. Raghuveer
LMTD
LRM
256
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19 May 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History
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David Wan
Shiyue Zhang
Joey Tianyi Zhou
AI4TS
274
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0
08 May 2023
TabGenie: A Toolkit for Table-to-Text Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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E. Garanina
Ondvrej Plátek
Ondrej Dusek
LMTD
230
13
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27 Feb 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization
International Conference on Natural Language Generation (INLG), 2023
Huang Chieh-Yang
Ting-Yao Hsu
Ryan Rossi
A. Nenkova
Sungchul Kim
G. Chan
Eunyee Koh
C. Lee Giles
Ting-Hao 'Kenneth' Huang
215
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23 Feb 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
236
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MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Swarnadeep Saha
Xinyan Velocity Yu
Joey Tianyi Zhou
Ramakanth Pasunuru
Asli Celikyilmaz
ReLM
LRM
358
14
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16 Dec 2022
Harnessing Knowledge and Reasoning for Human-Like Natural Language Generation: A Brief Review
IEEE Data Engineering Bulletin (DEB), 2022
Jiangjie Chen
Yanghua Xiao
264
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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
218
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04 Dec 2022
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