Challenges in Data-to-Document Generation

25 July 2017

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

50 / 313 papers shown

Title
Graph-based Multi-hop Reasoning for Long Text Generation Liang Zhao Jingjing Xu Junyang Lin Yichang Zhang Hongxia Yang Xu Sun LRM 17 9 0 28 Sep 2020
Learning to Plan and Realize Separately for Open-Ended Dialogue Systems Sashank Santhanam Zhuo Cheng Brodie Mather Bonnie J. Dorr Archna Bhatia Bryanna Hebenstreit Alan Zemel Adam Dalton T. Strzalkowski Samira Shaikh 23 6 0 26 Sep 2020
A Survey of Evaluation Metrics Used for NLG Systems Ananya B. Sai Akash Kumar Mohankumar Mitesh M. Khapra ELM 33 228 0 27 Aug 2020
Neural Language Generation: Formulation, Methods, and Evaluation Cristina Garbacea Qiaozhu Mei 45 30 0 31 Jul 2020
Big Bird: Transformers for Longer Sequences Manzil Zaheer Guru Guruganesh Kumar Avinava Dubey Joshua Ainslie Chris Alberti ... Philip Pham Anirudh Ravula Qifan Wang Li Yang Amr Ahmed VLM 285 2,015 0 28 Jul 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 215 0 16 Jul 2020
Contrastive Code Representation Learning Paras Jain Ajay Jain Tianjun Zhang Pieter Abbeel Joseph E. Gonzalez Ion Stoica SSL DRL 34 149 0 09 Jul 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
Fact-based Text Editing Hayate Iso Chao Qiao Hang Li KELM 39 23 0 02 Jul 2020
THEaiTRE: Artificial Intelligence to Write a Theatre Play Rudolf Rosa Ondrej Dusek Tom Kocmi David Marevcek Tomáš Musil ... Daniel Hrbek David Kovsvták Martina Kinská Josef Dolevzal Klára Vosecká 24 12 0 25 Jun 2020
Shared Task on Evaluating Accuracy in Natural Language Generation Ehud Reiter Craig Thomson 19 9 0 22 Jun 2020
Modeling Graph Structure via Relative Position for Text Generation from Knowledge Graphs Martin Schmitt Leonardo F. R. Ribeiro Philipp Dufter Iryna Gurevych Hinrich Schütze GNN 14 8 0 16 Jun 2020
CycleGT: Unsupervised Graph-to-Text and Text-to-Graph Generation via Cycle Training Qipeng Guo Zhijing Jin Xipeng Qiu Weinan Zhang David Wipf Zheng-Wei Zhang 48 60 0 08 Jun 2020
Cascaded Text Generation with Markov Transformers Yuntian Deng Alexander M. Rush 14 13 0 01 Jun 2020
Constructing Explainable Opinion Graphs from Review Nofar Carmeli Xiaolan Wang Yoshihiko Suhara Stefanos Angelidis Yuliang Li Jinfeng Li W. Tan 6 2 0 29 May 2020
Table Search Using a Deep Contextualized Language Model Zhiyu Zoey Chen M. Trabelsi J. Heflin Yinan Xu Brian D. Davison LMTD 23 56 0 19 May 2020
Schema-Guided Natural Language Generation Yuheng Du Shereen Oraby Vittorio Perera Minmin Shen Anjali Narayan-Chen Tagyoung Chung Anu Venkatesh Dilek Z. Hakkani-Tür 13 12 0 11 May 2020
Posterior Control of Blackbox Generation Xiang Lisa Li Alexander M. Rush 19 25 0 10 May 2020
FEQA: A Question Answering Evaluation Framework for Faithfulness Assessment in Abstractive Summarization Esin Durmus He He Mona T. Diab HILM 8 384 0 07 May 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen Ernie Chang Hui Su Jie Zhou Dietrich Klakow 32 49 0 03 May 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 24 20 0 02 May 2020
On Faithfulness and Factuality in Abstractive Summarization Joshua Maynez Shashi Narayan Bernd Bohnet Ryan T. McDonald HILM 26 1,001 0 02 May 2020
A Controllable Model of Grounded Response Generation Zeqiu Wu Michel Galley Chris Brockett Yizhe Zhang Xiang Gao ... Rik Koncel-Kedziorski Jianfeng Gao Hannaneh Hajishirzi Mari Ostendorf Bill Dolan 18 84 0 01 May 2020
Improved Natural Language Generation via Loss Truncation Daniel Kang Tatsunori Hashimoto 17 97 0 30 Apr 2020
Logic2Text: High-Fidelity Natural Language Generation from Logical Forms Zhiyu Zoey Chen Wenhu Chen Hanwen Zha Xiyou Zhou Yunkai Zhang Sairam Sundaresan William Yang Wang NAI 16 64 0 30 Apr 2020
ToTTo: A Controlled Table-To-Text Generation Dataset Ankur P. Parikh Xuezhi Wang Sebastian Gehrmann Manaal Faruqui Bhuwan Dhingra Diyi Yang Dipanjan Das LMTD 16 351 0 29 Apr 2020
Logical Natural Language Generation from Open-Domain Tables Wenhu Chen Jianshu Chen Yunde Su Zhiyu Zoey Chen William Yang Wang LMTD 23 155 0 22 Apr 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
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 46 1,442 0 09 Apr 2020
Machine Translation Pre-training for Data-to-Text Generation -- A Case Study in Czech Mihir Kale Scott Roy 6 14 0 05 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 16 5 0 24 Feb 2020
Variational Template Machine for Data-to-Text Generation Rong Ye Wenxian Shi Hao Zhou Zhongyu Wei Lei Li DRL 14 45 0 04 Feb 2020
Revisiting Challenges in Data-to-Text Generation with Fact Grounding Hongmin Wang HILM 21 51 0 12 Jan 2020
A Hierarchical Model for Data-to-Text Generation Clément Rebuffel Laure Soulier Geoffrey Scoutheeten Patrick Gallinari 8 64 0 20 Dec 2019
Learning to Predict Explainable Plots for Neural Story Generation Gang Chen Yang Liu Huanbo Luan Meng Zhang Qun Liu Maosong Sun 19 9 0 05 Dec 2019
Semantic Noise Matters for Neural Natural Language Generation Ondrej Dusek David M. Howcroft Verena Rieser 32 117 0 10 Nov 2019
Table-to-Text Natural Language Generation with Unseen Schemas Tianyu Liu Wei Wei Luu Anh Tuan LMTD 22 0 0 09 Nov 2019
Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports Yuhao Zhang Derek Merck E. Tsai Christopher D. Manning C. Langlotz MedIm HILM 25 185 0 06 Nov 2019
Naver Labs Europe's Systems for the Document-Level Generation and Translation Task at WNGT 2019 Fahimeh Saleh Alexandre Berard Ioan Calapodescu Laurent Besacier VLM 15 14 0 31 Oct 2019
Findings of the Third Workshop on Neural Generation and Translation Hiroaki Hayashi Yusuke Oda Alexandra Birch Ioannis Konstas A. Finch Minh-Thang Luong Graham Neubig Katsuhito Sudoh 22 30 0 29 Oct 2019
Sticking to the Facts: Confident Decoding for Faithful Data-to-Text Generation Ran Tian Shashi Narayan Thibault Sellam Ankur P. Parikh HILM 25 94 0 19 Oct 2019
Automatic Quality Estimation for Natural Language Generation: Ranting (Jointly Rating and Ranking) Ondrej Dusek Karin Sevegnani Ioannis Konstas Verena Rieser ALM 29 9 0 10 Oct 2019
Template-free Data-to-Text Generation of Finnish Sports News Jenna Kanerva Samuel Rönnqvist Riina Kekki T. Salakoski Filip Ginter 19 19 0 04 Oct 2019
Automated Chess Commentator Powered by Neural Chess Engine Hongyu Zang Zhiwei Yu Xiaojun Wan 13 11 0 23 Sep 2019
CoSQL: A Conversational Text-to-SQL Challenge Towards Cross-Domain Natural Language Interfaces to Databases Tao Yu Rui Zhang H. Er Suyi Li Eric Xue ... Vincent Zhang Caiming Xiong R. Socher Walter S. Lasecki Dragomir R. Radev 25 225 0 11 Sep 2019
Counterfactual Story Reasoning and Generation Lianhui Qin Antoine Bosselut Ari Holtzman Chandra Bhagavatula Elizabeth Clark Yejin Choi LRM 16 140 0 09 Sep 2019
Story Realization: Expanding Plot Events into Sentences Prithviraj Ammanabrolu Ethan Tien W. Cheung Z. Luo William Ma Lara J. Martin Mark O. Riedl NAI 19 69 0 08 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
An Entity-Driven Framework for Abstractive Summarization Eva Sharma Luyang Huang Zhe Hu Lu Wang AI4TS 16 74 0 04 Sep 2019
Sentence-Level Content Planning and Style Specification for Neural Text Generation Xinyu Hua Lu Wang 25 50 0 02 Sep 2019