Table-to-text Generation by Structure-aware Seq2seq Learning

27 November 2017

Lei Sha

Zhifang Sui

Papers citing "Table-to-text Generation by Structure-aware Seq2seq Learning"

40 / 40 papers shown

Title
Enhancing Table Recognition with Vision LLMs: A Benchmark and Neighbor-Guided Toolchain Reasoner Yitong Zhou Mingyue Cheng Qingyang Mao Qi Liu F. Xu Xin Li Enhong Chen LMTD 52 0 0 30 Dec 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 47 8 0 19 Jul 2024
Augmented Risk Prediction for the Onset of Alzheimer's Disease from Electronic Health Records with Large Language Models Jiankun Wang Sumyeong Ahn Taykhoom Dalal Xiaodan Zhang Weishen Pan Qiannan Zhang Bin Chen H. H. Dodge Fei Wang Jiayu Zhou LM&MA 31 1 0 26 May 2024
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning Alexander Hanbo Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 43 2 0 10 Aug 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 34 8 0 30 Jul 2023
Plan-then-Seam: Towards Efficient Table-to-Text Generation Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Binhua Li Yongbin Li LMTD 33 2 0 10 Feb 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 30 4 0 15 Jan 2023
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach Miao Chen Xinjiang Lu Tong Xu Yanyan Li Jingbo Zhou Dejing Dou Hui Xiong LMTD 32 10 0 05 Jan 2023
Synthesis and Evaluation of a Domain-specific Large Data Set for Dungeons & Dragons Akila Peiris Nisansa de Silva 27 5 0 18 Dec 2022
Generating Persuasive Responses to Customer Reviews with Multi-Source Prior Knowledge in E-commerce Bo Chen Jiayi Liu M. Maimaiti Xing Gao Ji Zhang 25 3 0 20 Sep 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 41 10 0 25 Jul 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 28 21 0 25 May 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 27 47 0 08 May 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 31 27 0 10 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 30 11 0 01 Mar 2022
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly Zi Xuan Zhang Andreas Dengel Lili Mou 37 11 0 06 Dec 2021
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 27 7 0 02 Dec 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 30 54 0 06 Sep 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su David Vandyke Sihui Wang Yimai Fang Nigel Collier 36 80 0 31 Aug 2021
Sketch and Refine: Towards Faithful and Informative Table-to-Text Generation Peng Wang Junyang Lin An Yang Chang Zhou Yichang Zhang Jingren Zhou Hongxia Yang 34 20 0 31 May 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 127 35 0 17 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 16 66 0 04 Feb 2021
WikiTableT: A Large-Scale Data-to-Text Dataset for Generating Wikipedia Article Sections Mingda Chen Sam Wiseman Kevin Gimpel 27 30 0 29 Dec 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 152 37 0 24 Oct 2020
PARENTing via Model-Agnostic Reinforcement Learning to Correct Pathological Behaviors in Data-to-Text Generation Clément Rebuffel Laure Soulier Geoffrey Scoutheeten Patrick Gallinari 8 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 24 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 25 54 0 13 Oct 2020
Towards a Decomposable Metric for Explainable Evaluation of Text Generation from AMR Juri Opitz Anette Frank 29 35 0 20 Aug 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 12 199 0 06 Jul 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 19 200 0 21 May 2020
Posterior Control of Blackbox Generation Xiang Lisa Li Alexander M. Rush 24 25 0 10 May 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 34 155 0 22 Apr 2020
Paraphrase Generation with Latent Bag of Words Yao Fu Yansong Feng John P. Cunningham BDL 25 91 0 07 Jan 2020
TabNet: Attentive Interpretable Tabular Learning Sercan O. Arik Tomas Pfister LMTD 55 1,293 0 20 Aug 2019
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation Jiangjie Chen Ao Wang Haiyun Jiang Suo Feng Chenguang Li Yanghua Xiao 35 3 0 29 May 2019
A Dual Reinforcement Learning Framework for Unsupervised Text Style Transfer Fuli Luo Peng Li Jie Zhou Pengcheng Yang Baobao Chang Zhifang Sui Xu Sun OffRL 43 171 0 24 May 2019
PoMo: Generating Entity-Specific Post-Modifiers in Context Jun Seok Kang IV RobertL.Logan Zewei Chu Yang Chen Dheeru Dua Kevin Gimpel Sameer Singh Niranjan Balasubramanian 34 11 0 05 Apr 2019
Scalable Micro-planned Generation of Discourse from Structured Data Anirban Laha Parag Jain Abhijit Mishra Karthik Sankaranarayanan LMTD 23 25 0 05 Oct 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 40 200 0 30 Aug 2018
Query and Output: Generating Words by Querying Distributed Word Representations for Paraphrase Generation Shuming Ma Xu Sun Wei Li Sujian Li Wenjie Li Xuancheng Ren 31 62 0 05 Mar 2018