Challenges in Data-to-Document Generation

25 July 2017

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

50 / 313 papers shown

Title
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model Zhihong Shao Minlie Huang Jiangtao Wen Wenfei Xu Xiaoyan Zhu 16 107 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 11 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 16 49 0 23 Jul 2019
Barack's Wife Hillary: Using Knowledge-Graphs for Fact-Aware Language Modeling IV RobertL.Logan Nelson F. Liu Matthew E. Peters Matt Gardner Sameer Singh RALM 22 186 0 17 Jun 2019
Constrained Decoding for Neural NLG from Compositional Representations in Task-Oriented Dialogue Anusha Balakrishnan J. Rao Kartikeya Upasani Michael White R. Subba 28 81 0 17 Jun 2019
"My Way of Telling a Story": Persona based Grounded Story Generation Shrimai Prabhumoye Khyathi Raghavi Chandu Ruslan Salakhutdinov A. Black 21 35 0 14 Jun 2019
Generating Summaries with Topic Templates and Structured Convolutional Decoders Laura Perez-Beltrachini Yang Liu Mirella Lapata 17 41 0 11 Jun 2019
Data-to-text Generation with Entity Modeling Ratish Puduppully Li Dong Mirella Lapata 6 116 0 07 Jun 2019
Handling Divergent Reference Texts when Evaluating Table-to-Text Generation Bhuwan Dhingra Manaal Faruqui Ankur P. Parikh Ming-Wei Chang Dipanjan Das William W. Cohen 22 193 0 03 Jun 2019
Controllable Paraphrase Generation with a Syntactic Exemplar Mingda Chen Qingming Tang Sam Wiseman Kevin Gimpel BDL 11 107 0 03 Jun 2019
Assessing The Factual Accuracy of Generated Text Ben Goodrich Vinay Rao Mohammad Saleh Peter J. Liu HILM 30 185 0 30 May 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
Designing a Symbolic Intermediate Representation for Neural Surface Realization H. Elder Jennifer Foster James Barry Alexander O’Connor 22 13 0 24 May 2019
Ontology-Aware Clinical Abstractive Summarization Sean MacAvaney Sajad Sotudeh Arman Cohan Nazli Goharian Ish A. Talati Ross W. Filice 13 81 0 14 May 2019
Towards Content Transfer through Grounded Text Generation Shrimai Prabhumoye Chris Quirk Michel Galley 25 21 0 13 May 2019
Logician: A Unified End-to-End Neural Approach for Open-Domain Information Extraction Mingming Sun Xu Li Xin Wang M. Fan Yue Feng Ping Li 29 56 0 29 Apr 2019
Copy mechanism and tailored training for character-based data-to-text generation Marco Roberti Giovanni Bonetta R. Cancelliere Patrick Gallinari 11 12 0 26 Apr 2019
The Curious Case of Neural Text Degeneration Ari Holtzman Jan Buys Li Du Maxwell Forbes Yejin Choi 16 3,073 0 22 Apr 2019
Few-Shot NLG with Pre-Trained Language Model Zhiyu Zoey Chen H. Eavani Wenhu Chen Yinyin Liu William Yang Wang LMTD 14 141 0 21 Apr 2019
An Unsupervised Joint System for Text Generation from Knowledge Graphs and Semantic Parsing Martin Schmitt Sahand Sharifzadeh Volker Tresp Hinrich Schütze 17 5 0 20 Apr 2019
Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation Sebastian Gehrmann Steven Layne Franck Dernoncourt 6 10 0 15 Apr 2019
Text Generation with Exemplar-based Adaptive Decoding Hao Peng Ankur P. Parikh Manaal Faruqui Bhuwan Dhingra Dipanjan Das 37 57 0 09 Apr 2019
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation Amit Moryossef Yoav Goldberg Ido Dagan 8 181 0 06 Apr 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 26 11 0 05 Apr 2019
Clinically Accurate Chest X-Ray Report Generation Guanxiong Liu T. Hsu Matthew B. A. McDermott Willie Boag W. Weng Peter Szolovits Marzyeh Ghassemi MedIm 25 271 0 04 Apr 2019
Text Generation from Knowledge Graphs with Graph Transformers Rik Koncel-Kedziorski Dhanush Bekal Yi Luan Mirella Lapata Hannaneh Hajishirzi 16 326 0 04 Apr 2019
Data-to-Text Generation with Style Imitation Shuai Lin Wentao Wang Zichao Yang Haoran Shi Frank F. Xu Eric P. Xing Zhiting Hu 30 7 0 28 Jan 2019
Evaluating the State-of-the-Art of End-to-End Natural Language Generation: The E2E NLG Challenge Ondrej Dusek Jekaterina Novikova Verena Rieser ELM 46 231 0 23 Jan 2019
Text Infilling Wanrong Zhu Zhiting Hu Eric P. Xing 17 62 0 01 Jan 2019
Text Assisted Insight Ranking Using Context-Aware Memory Network Qi Zeng Liangchen Luo Wen-Fen Huang Yang Tang 19 0 0 13 Nov 2018
Deep Graph Convolutional Encoders for Structured Data to Text Generation Diego Marcheggiani Laura Perez-Beltrachini GNN 24 121 0 23 Oct 2018
Sequence-to-Sequence Models for Data-to-Text Natural Language Generation: Word- vs. Character-based Processing and Output Diversity Glorianna Jagfeld Sabrina Jenne Ngoc Thang Vu AIMat 41 24 0 11 Oct 2018
Scalable Micro-planned Generation of Discourse from Structured Data Anirban Laha Parag Jain Abhijit Mishra Karthik Sankaranarayanan LMTD 23 25 0 05 Oct 2018
Findings of the E2E NLG Challenge Ondrej Dusek Jekaterina Novikova Verena Rieser 18 115 0 02 Oct 2018
Operations Guided Neural Networks for High Fidelity Data-To-Text Generation Feng Nie Jinpeng Wang Jin-ge Yao Rong Pan Chin-Yew Lin 27 22 0 08 Sep 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
Texar: A Modularized, Versatile, and Extensible Toolkit for Text Generation Zhiting Hu Haoran Shi Bowen Tan Wentao Wang Zichao Yang ... Zhengzhong Liu Xiaodan Liang Wangrong Zhu Devendra Singh Sachan Eric P. Xing VLM 12 56 0 04 Sep 2018
Data-to-Text Generation with Content Selection and Planning Ratish Puduppully Li Dong Mirella Lapata 8 299 0 03 Sep 2018
Learning Neural Templates for Text Generation Sam Wiseman Stuart M. Shieber Alexander M. Rush 40 200 0 30 Aug 2018
Guided Neural Language Generation for Abstractive Summarization using Abstract Meaning Representation Hardy Hardy Andreas Vlachos 21 69 0 28 Aug 2018
Incorporating Consistency Verification into Neural Data-to-Document Generation Feng Nie Hailin Chen Jinpeng Wang Jin-ge Yao Chin-Yew Lin Rong Pan SyDa 30 0 0 15 Aug 2018
Table-to-Text: Describing Table Region with Natural Language Junwei Bao Duyu Tang Nan Duan Zhao Yan Yuanhua Lv M. Zhou T. Zhao LMTD 21 98 0 29 May 2018
OpenNMT: Neural Machine Translation Toolkit Guillaume Klein Yoon Kim Yuntian Deng Vincent Nguyen Jean Senellart Alexander M. Rush 144 119 0 28 May 2018
Generating Fine-Grained Open Vocabulary Entity Type Descriptions Rajarshi Bhowmik Gerard de Melo 3DV 17 16 0 27 May 2018
Neural Argument Generation Augmented with Externally Retrieved Evidence Xinyu Hua Lu Wang LRM 14 61 0 25 May 2018
Hybrid Retrieval-Generation Reinforced Agent for Medical Image Report Generation Yuan Li Xiaodan Liang Zhiting Hu Eric P. Xing MedIm 8 327 0 21 May 2018
Learning to Write with Cooperative Discriminators Ari Holtzman Jan Buys Maxwell Forbes Antoine Bosselut David Golub Yejin Choi 20 233 0 16 May 2018
Building Language Models for Text with Named Entities Md. Rizwan Parvez Saikat Chakraborty Baishakhi Ray Kai-Wei Chang 16 41 0 13 May 2018
Hierarchical Neural Story Generation Angela Fan M. Lewis Yann N. Dauphin DiffM 34 1,584 0 13 May 2018
Discourse-Aware Neural Rewards for Coherent Text Generation Antoine Bosselut Asli Celikyilmaz Xiaodong He Jianfeng Gao Po-Sen Huang Yejin Choi 23 79 0 10 May 2018