Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation

8 August 2019

Shuming Ma

Pengcheng Yang

Tianyu Liu

Peng Li

Jie Zhou

Xu Sun

SyDa

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Papers citing "Key Fact as Pivot: A Two-Stage Model for Low Resource Table-to-Text Generation"

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Title
TrICy: Trigger-guided Data-to-text Generation with Intent aware Attention-Copy Vibhav Agarwal Sourav Ghosh Harichandana Bss Himanshu Arora Barath Raj Kandur Raja 58 2 0 25 Jan 2024
Self-training from Self-memory in Data-to-text Generation Hoang-Thang Ta 62 0 0 19 Jan 2024
LANISTR: Multimodal Learning from Structured and Unstructured Data Sayna Ebrahimi Sercan O. Arik Yihe Dong Tomas Pfister 57 4 0 26 May 2023
Adapting Knowledge for Few-shot Table-to-Text Generation Zhixin Guo Min Yan Jiexing Qi Jianping Zhou Ziwei He Guanjie Zheng Xinbing Wang VLM LMTD 80 2 0 24 Feb 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 49 3 0 10 Feb 2023
Few-Shot Table-to-Text Generation with Prompt Planning and Knowledge Memorization Zhixin Guo Minyxuan Yan Jiexing Qi Jianping Zhou Ziwei He Zhouhan Lin Guanjie Zheng Xinbing Wang LMTD VLM 80 3 0 09 Feb 2023
High-Resource Methodological Bias in Low-Resource Investigations Maartje ter Hoeve David Grangier Natalie Schluter 78 2 0 14 Nov 2022
IFDID: Information Filter upon Diversity-Improved Decoding for Diversity-Faithfulness Tradeoff in NLG Han Meng Xiaosong He Zexing Chen F. Zhou 70 0 0 25 Oct 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 52 8 0 23 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 99 10 0 25 Jul 2022
Robust (Controlled) Table-to-Text Generation with Structure-Aware Equivariance Learning Fei Wang Zhewei Xu Pedro A. Szekely Muhao Chen LMTD 85 48 0 08 May 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 62 11 0 01 Mar 2022
Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su David Vandyke Sihui Wang Yimai Fang Nigel Collier 109 81 0 31 Aug 2021
Few-Shot Table-to-Text Generation with Prototype Memory Yixuan Su Zaiqiao Meng Simon Baker Nigel Collier 81 32 0 27 Aug 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data Yang Hu Adriane P. Chapman Guihua Wen Dame Wendy Hall 98 25 0 11 Jun 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 68 21 0 31 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 292 148 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 151 35 0 17 Feb 2021
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 70 46 0 06 Feb 2021
Template Controllable keywords-to-text Generation Abhijit Mishra Md. Faisal Mahbub Chowdhury Sagar Manohar Dan Gutfreund Karthik Sankaranarayanan BDL 53 3 0 07 Nov 2020
Listener's Social Identity Matters in Personalised Response Generation Guanyi Chen Yinhe Zheng Yupei Du 31 6 0 27 Oct 2020
A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios Michael A. Hedderich Lukas Lange Heike Adel Jannik Strötgen Dietrich Klakow 347 301 0 23 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 86 57 0 13 Oct 2020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation Wenhu Chen Yu-Chuan Su Xifeng Yan Wenjie Wang VLM 132 22 0 05 Oct 2020
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 231 85 0 03 May 2020
Variational Template Machine for Data-to-Text Generation Rong Ye Wenxian Shi Hao Zhou Zhongyu Wei Lei Li DRL 124 45 0 04 Feb 2020
Table-to-Text Natural Language Generation with Unseen Schemas Tianyu Liu Wei Wei Wenjie Wang LMTD 32 0 0 09 Nov 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 110 96 0 19 Oct 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 101 142 0 21 Apr 2019