Order-Planning Neural Text Generation From Structured Data

1 September 2017

Lei Sha

Sujian Li

Zhifang Sui

Papers citing "Order-Planning Neural Text Generation From Structured Data"

50 / 50 papers shown

Title
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 39 9 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-Yue Wang Jiayu Zhou LM&MA 31 1 0 26 May 2024
Automatic Logical Forms improve fidelity in Table-to-Text generation Iñigo Alonso Eneko Agirre LMTD 22 3 0 26 Oct 2023
Question Answering with Deep Neural Networks for Semi-Structured Heterogeneous Genealogical Knowledge Graphs Omri Suissa M. Zhitomirsky-Geffet Avshalom Elmalech GNN BDL 29 8 0 30 Jul 2023
Stylized Data-to-Text Generation: A Case Study in the E-Commerce Domain Liqiang Jing Xuemeng Song Xuming Lin Zhongzhou Zhao Wei Zhou Liqiang Nie 25 14 0 05 May 2023
Rationalizing Predictions by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 15 4 0 15 Jan 2023
An Empirical Investigation into the Use of Image Captioning for Automated Software Documentation Kevin Moran Ali Yachnes George Purnell Juanyed Mahmud Michele Tufano Carlos Bernal-Cárdenas Denys Poshyvanyk Zach H’Doubler 31 10 0 03 Jan 2023
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 29 10 0 25 Jul 2022
Generating Full Length Wikipedia Biographies: The Impact of Gender Bias on the Retrieval-Based Generation of Women Biographies Angela Fan Claire Gardent 22 4 0 12 Apr 2022
DISK: Domain-constrained Instance Sketch for Math Word Problem Generation Tianyang Cao Shuang Zeng Xiaodan Xu Mairgup Mansur Baobao Chang 19 2 0 10 Apr 2022
Integrating AI Planning with Natural Language Processing: A Combination of Explicit and Tacit Knowledge Kebing Jin H. Zhuo 28 5 0 15 Feb 2022
Deep Generative Models for Vehicle Speed Trajectories F. Behnia D. Karbowski Vadim Sokolov 33 1 0 14 Dec 2021
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly Zi Xuan Zhang Andreas Dengel Lili Mou 29 11 0 06 Dec 2021
A Survey on Adversarial Attacks for Malware Analysis Kshitiz Aryal Maanak Gupta Mahmoud Abdelsalam AAML 29 49 0 16 Nov 2021
RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models Lingzhi Wang Huang Hu Lei Sha Can Xu Kam-Fai Wong Daxin Jiang 23 18 0 14 Oct 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 26 20 0 31 May 2021
Controlling Text Edition by Changing Answers of Specific Questions Lei Sha Patrick Hohenecker Thomas Lukasiewicz 120 7 0 23 May 2021
Knowledge-based Review Generation by Coherence Enhanced Text Planning Junyi Li Wayne Xin Zhao Zhicheng Wei Nicholas Jing Yuan Ji-Rong Wen 27 21 0 09 May 2021
A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation Tianyu Liu Yizhe Zhang Chris Brockett Yi Mao Zhifang Sui Weizhu Chen W. Dolan HILM 222 143 0 18 Apr 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 124 35 0 17 Feb 2021
Learning from the Best: Rationalizing Prediction by Adversarial Information Calibration Lei Sha Oana-Maria Camburu Thomas Lukasiewicz 127 35 0 16 Dec 2020
Multilingual AMR-to-Text Generation Angela Fan Claire Gardent 4 32 0 10 Nov 2020
Learning Better Representation for Tables by Self-Supervised Tasks Liang Li Can Ma Yinliang Yue Linjun Shou Dayong Hu SSL LMTD AI4TS 14 1 0 15 Oct 2020
Summarize, Outline, and Elaborate: Long-Text Generation via Hierarchical Supervision from Extractive Summaries Xiaofei Sun Zijun Sun Yuxian Meng Jiwei Li Chun Fan 6 18 0 14 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 25 53 0 13 Oct 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen Yu-Chuan Su Xifeng Yan Luu Anh Tuan VLM 13 20 0 05 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 12 199 0 06 Jul 2020
LSTM and GPT-2 Synthetic Speech Transfer Learning for Speaker Recognition to Overcome Data Scarcity Jordan J. Bird Diego Resende Faria Anikó Ekárt C. Premebida Pedro P. S. Ayrosa 9 5 0 01 Jul 2020
Evaluation of Text Generation: A Survey Asli Celikyilmaz Elizabeth Clark Jianfeng Gao ELM LM&MA 19 376 0 26 Jun 2020
ESPRIT: Explaining Solutions to Physical Reasoning Tasks Nazneen Rajani Rui Zhang Y. Tan Stephan Zheng Jeremy C. Weiss Aadit Vyas Abhijit Gupta Caiming Xiong R. Socher Dragomir R. Radev ReLM LRM 19 20 0 02 May 2020
Neural Data-to-Text Generation with Dynamic Content Planning Kai Chen Fayuan Li Baotian Hu Weihua Peng Qingcai Chen Hong-ye Yu 37 8 0 16 Apr 2020
Learning to Select Bi-Aspect Information for Document-Scale Text Content Manipulation Xiaocheng Feng Yawei Sun Bing Qin Heng Gong Yibo Sun Wei Bi Xiaojiang Liu Ting Liu 14 5 0 24 Feb 2020
Stochastic Natural Language Generation Using Dependency Information Elham Seifossadat Hossein Sameti 6 0 0 12 Jan 2020
Paraphrase Generation with Latent Bag of Words Yao Fu Yansong Feng John P. Cunningham BDL 25 91 0 07 Jan 2020
Automated Chess Commentator Powered by Neural Chess Engine Hongyu Zang Zhiwei Yu Xiaojun Wan 11 11 0 23 Sep 2019
Two Birds, One Stone: A Simple, Unified Model for Text Generation from Structured and Unstructured Data H. Shahidi Ming Li Jimmy J. Lin LMTD 11 14 0 23 Sep 2019
Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time) Heng Gong Xiaocheng Feng Bing Qin Ting Liu LMTD 12 56 0 05 Sep 2019
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model Zhihong Shao Minlie Huang Jiangtao Wen Wenfei Xu Xiaoyan Zhu 11 107 0 19 Aug 2019
Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation Shuming Ma Pengcheng Yang Tianyu Liu Peng Li Jie Zhou Xu Sun SyDa 6 48 0 08 Aug 2019
Learning to Select, Track, and Generate for Data-to-Text Hayate Iso Yui Uehara Tatsuya Ishigaki Hiroshi Noji Eiji Aramaki Ichiro Kobayashi Yusuke Miyao Naoaki Okazaki Hiroya Takamura 11 49 0 23 Jul 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 27 3 0 29 May 2019
PaperRobot: Incremental Draft Generation of Scientific Ideas Qingyun Wang Lifu Huang Zhiying Jiang Kevin Knight Heng Ji Joey Tianyi Zhou Yi Luan 10 57 0 20 May 2019
Text Assisted Insight Ranking Using Context-Aware Memory Network Qi Zeng Liangchen Luo Wen-Fen Huang Yang Tang 14 0 0 13 Nov 2018
A Knowledge-Grounded Multimodal Search-Based Conversational Agent Shubham Agarwal Ondrej Dusek Ioannis Konstas Verena Rieser 24 22 0 20 Oct 2018
Describing a Knowledge Base Qingyun Wang Xiaoman Pan Lifu Huang Boliang Zhang Zhiying Jiang Heng Ji Kevin Knight 22 52 0 06 Sep 2018
Data-to-Text Generation with Content Selection and Planning Ratish Puduppully Li Dong Mirella Lapata 8 299 0 03 Sep 2018
Unsupervised Natural Language Generation with Denoising Autoencoders Markus Freitag Scott Roy 11 41 0 21 Apr 2018
Bootstrapping Generators from Noisy Data Laura Perez-Beltrachini Mirella Lapata 15 40 0 17 Apr 2018
Table-to-text Generation by Structure-aware Seq2seq Learning Tianyu Liu Kexiang Wang Lei Sha Baobao Chang Zhifang Sui LMTD 22 266 0 27 Nov 2017
Towards Neural Speaker Modeling in Multi-Party Conversation: The Task, Dataset, and Models Zhao Meng Lili Mou Zhi Jin 16 25 0 10 Aug 2017