Challenges in Data-to-Document Generation

25 July 2017

Papers citing "Challenges in Data-to-Document Generation"

50 / 313 papers shown

Title
Generative Pretraining for Paraphrase Evaluation J. Weston R. Lenain U. Meepegama E. Fristed AIMat 19 10 0 17 Jul 2021
Modeling Worlds in Text Prithviraj Ammanabrolu Mark O. Riedl VGen LM&Ro 11 14 0 17 Jun 2021
Automatic Document Sketching: Generating Drafts from Analogous Texts Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Bill Dolan 52 5 0 14 Jun 2021
AGGGEN: Ordering and Aggregating while Generating Xinnuo Xu Ondrej Dusek Verena Rieser Ioannis Konstas 31 15 0 10 Jun 2021
AgreeSum: Agreement-Oriented Multi-Document Summarization Richard Yuanzhe Pang Á. Lelkes Vinh Q. Tran Cong Yu 10 16 0 04 Jun 2021
DYPLOC: Dynamic Planning of Content Using Mixed Language Models for Text Generation Xinyu Hua Ashwin Sreevatsa Lu Wang 6 23 0 01 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 26 20 0 31 May 2021
Stage-wise Fine-tuning for Graph-to-Text Generation Qingyun Wang Semih Yavuz Victoria Lin Heng Ji Nazneen Rajani 15 21 0 17 May 2021
Recent Advances in Deep Learning Based Dialogue Systems: A Systematic Survey Jinjie Ni Tom Young Vlad Pandelea Fuzhao Xue Erik Cambria 54 268 0 10 May 2021
Knowledge-based Review Generation by Coherence Enhanced Text Planning Junyi Li Wayne Xin Zhao Zhicheng Wei Nicholas Jing Yuan Ji-Rong Wen 32 21 0 09 May 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 39 799 0 07 May 2021
Focused Attention Improves Document-Grounded Generation Shrimai Prabhumoye Kazuma Hashimoto Yingbo Zhou A. Black Ruslan Salakhutdinov 167 41 0 26 Apr 2021
Neural Path Hunter: Reducing Hallucination in Dialogue Systems via Path Grounding Nouha Dziri Andrea Madotto Osmar Zaiane A. Bose HILM 25 131 0 17 Apr 2021
Learning to Reason for Text Generation from Scientific Tables N. Moosavi Andreas Rucklé Dan Roth Iryna Gurevych LMTD LRM 16 20 0 16 Apr 2021
Sometimes We Want Translationese Prasanna Parthasarathi Koustuv Sinha J. Pineau Adina Williams AAML 17 4 0 15 Apr 2021
FixMyPose: Pose Correctional Captioning and Retrieval Hyounghun Kim Abhaysinh Zala Graham Burri Joey Tianyi Zhou 28 16 0 04 Apr 2021
On Hallucination and Predictive Uncertainty in Conditional Language Generation Yijun Xiao Luu Anh Tuan HILM 8 182 0 28 Mar 2021
Hurdles to Progress in Long-form Question Answering Kalpesh Krishna Aurko Roy Mohit Iyyer 20 192 0 10 Mar 2021
Structural Information Preserving for Graph-to-Text Generation Linfeng Song Ante Wang Jinsong Su Yue Zhang Kun Xu Yubin Ge Dong Yu 22 52 0 12 Feb 2021
Neural Data-to-Text Generation with LM-based Text Augmentation Ernie Chang Xiaoyu Shen D. Zhu Vera Demberg Hui Su 22 46 0 06 Feb 2021
Does the Order of Training Samples Matter? Improving Neural Data-to-Text Generation with Curriculum Learning Ernie Chang Hui-Syuan Yeh Vera Demberg 19 40 0 06 Feb 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling Ernie Chang Vera Demberg Alex Marin NoLa 14 25 0 06 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
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021
The GEM Benchmark: Natural Language Generation, its Evaluation and Metrics Sebastian Gehrmann Tosin P. Adewumi Karmanya Aggarwal Pawan Sasanka Ammanamanchi Aremu Anuoluwapo ... Nishant Subramani Wei-ping Xu Diyi Yang Akhila Yerukola Jiawei Zhou VLM 254 285 0 02 Feb 2021
Adversarial Machine Learning in Text Analysis and Generation I. Alsmadi AAML 21 5 0 14 Jan 2021
TSQA: Tabular Scenario Based Question Answering Xiao Li Yawei Sun Gong Cheng LMTD 27 27 0 14 Jan 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
A Theoretical Analysis of the Repetition Problem in Text Generation Z. Fu Wai Lam Anthony Man-Cho So Bei Shi 77 90 0 29 Dec 2020
Fact-Enhanced Synthetic News Generation Kai Shu Yichuan Li Kaize Ding Huan Liu 183 31 0 08 Dec 2020
Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference Ondrej Dusek Zdeněk Kasner 22 65 0 21 Nov 2020
DORB: Dynamically Optimizing Multiple Rewards with Bandits Ramakanth Pasunuru Han Guo Joey Tianyi Zhou OffRL 32 6 0 15 Nov 2020
A Gold Standard Methodology for Evaluating Accuracy in Data-To-Text Systems Craig Thomson Ehud Reiter 14 52 0 08 Nov 2020
Template Controllable keywords-to-text Generation Abhijit Mishra Md. Faisal Mahbub Chowdhury Sagar Manohar Dan Gutfreund Karthik Sankaranarayanan BDL 22 3 0 07 Nov 2020
Data-to-Text Generation with Iterative Text Editing Zdeněk Kasner Ondrej Dusek 14 23 0 03 Nov 2020
Text Editing by Command Felix Faltings Michel Galley Gerold Hintz Chris Brockett Chris Quirk Jianfeng Gao Bill Dolan KELM 147 37 0 24 Oct 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 8 38 0 23 Oct 2020
Linking Entities to Unseen Knowledge Bases with Arbitrary Schemas Yogarshi Vyas Miguel Ballesteros 15 10 0 21 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
Chart-to-Text: Generating Natural Language Descriptions for Charts by Adapting the Transformer Model Jason Obeid Enamul Hoque 26 130 0 18 Oct 2020
Learning Better Representation for Tables by Self-Supervised Tasks Liang Li Can Ma Yinliang Yue Linjun Shou Dayong Hu SSL LMTD AI4TS 19 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
Controlled Hallucinations: Learning to Generate Faithfully from Noisy Data Katja Filippova 16 106 0 12 Oct 2020
Online Back-Parsing for AMR-to-Text Generation Xuefeng Bai Linfeng Song Yue Zhang 18 17 0 09 Oct 2020
Stepwise Extractive Summarization and Planning with Structured Transformers Shashi Narayan Joshua Maynez Jakub Adamek Daniele Pighin Blavz Bratanivc Ryan T. McDonald 25 30 0 06 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
PAIR: Planning and Iterative Refinement in Pre-trained Transformers for Long Text Generation Xinyu Hua Lu Wang 15 55 0 05 Oct 2020
Partially-Aligned Data-to-Text Generation with Distant Supervision Z. Fu Bei Shi Wai Lam Lidong Bing Zhiyuan Liu 20 23 0 03 Oct 2020
Learning from Mistakes: Combining Ontologies via Self-Training for Dialogue Generation Lena Reed Vrindavan Harrison Shereen Oraby Dilek Z. Hakkani-Tür M. Walker 11 9 0 30 Sep 2020