Challenges in Data-to-Document Generation

25 July 2017

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

50 / 313 papers shown

Title
Controllable Generation of Dialogue Acts for Dialogue Systems via Few-Shot Response Generation and Ranking Angela Ramirez Karik Agarwal Juraj Juraska Utkarsh Garg M. Walker 35 5 0 26 Jul 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 26 1 0 04 Jul 2023
VisText: A Benchmark for Semantically Rich Chart Captioning Benny J. Tang Angie Boggust Arvind Satyanarayan 28 76 0 28 Jun 2023
CATS: A Pragmatic Chinese Answer-to-Sequence Dataset with Large Scale and High Quality Liang Li Ruiying Geng Chengyang Fang Bing Li Can Ma Rongyu Cao Binhua Li Fei Huang Yongbin Li 19 3 0 20 Jun 2023
A Sequence-to-Sequence&Set Model for Text-to-Table Generation Tong Li Zhihao Wang Liangying Shao Xuling Zheng Xiaoli Wang Jinsong Su LMTD 28 18 0 31 May 2023
A Quantitative Review on Language Model Efficiency Research Meng Jiang Hy Dang Lingbo Tong 25 0 0 28 May 2023
SEAHORSE: A Multilingual, Multifaceted Dataset for Summarization Evaluation Elizabeth Clark Shruti Rijhwani Sebastian Gehrmann Joshua Maynez Roee Aharoni Vitaly Nikolaev Thibault Sellam Aditya Siddhant Dipanjan Das Ankur P. Parikh 32 38 0 22 May 2023
ChartSumm: A Comprehensive Benchmark for Automatic Chart Summarization of Long and Short Summaries Raian Rahman Rizvi Hasan Abdullah Al Farhad Md Tahmid Rahman Laskar Md. Hamjajul Ashmafee A. Kamal 19 23 0 26 Apr 2023
Towards Multi-Modal DBMSs for Seamless Querying of Texts and Tables Matthias Urban Carsten Binnig 34 5 0 26 Apr 2023
Elastic Weight Removal for Faithful and Abstractive Dialogue Generation Nico Daheim Nouha Dziri Mrinmaya Sachan Iryna Gurevych E. Ponti MoMe 34 30 0 30 Mar 2023
Interactive Text Generation Felix Faltings Michel Galley Baolin Peng Kianté Brantley Weixin Cai Yizhe Zhang Jianfeng Gao Bill Dolan 33 0 0 02 Mar 2023
Joint Representations of Text and Knowledge Graphs for Retrieval and Evaluation Teven Le Scao Claire Gardent 25 2 0 28 Feb 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 29 2 0 24 Feb 2023
Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization Huang Chieh-Yang Ting-Yao Hsu Ryan A. Rossi A. Nenkova Sungchul Kim G. Chan Eunyee Koh C. Lee Giles Ting-Hao 'Kenneth' Huang 22 16 0 23 Feb 2023
Learning from Multiple Sources for Data-to-Text and Text-to-Data S. Duong Alberto Lumbreras Mike Gartrell Patrick Gallinari 34 3 0 22 Feb 2023
DINOISER: Diffused Conditional Sequence Learning by Manipulating Noises Jiasheng Ye Zaixiang Zheng Yu Bao Lihua Qian Mingxuan Wang DiffM 38 44 0 20 Feb 2023
Dynamic Named Entity Recognition Tristan Luiggi Laure Soulier Vincent Guigue Siwar Jendoubi Aurélien Baelde 36 0 0 16 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 27 2 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 19 3 0 09 Feb 2023
Long Text and Multi-Table Summarization: Dataset and Method Shuaiqi Liu Jiannong Cao Ruosong Yang Zhiyuan Wen RALM 19 21 0 08 Feb 2023
LoFT: Enhancing Faithfulness and Diversity for Table-to-Text Generation via Logic Form Control Yilun Zhao Zhenting Qi Linyong Nan Lorenzo Jaime Yu Flores Dragomir R. Radev LMTD 19 18 0 06 Feb 2023
Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection Weijia Xu Sweta Agrawal Eleftheria Briakou Marianna J. Martindale Marine Carpuat HILM 27 46 0 18 Jan 2023
Diving Deep into Modes of Fact Hallucinations in Dialogue Systems Souvik Das Sougata Saha R. Srihari HILM 15 30 0 11 Jan 2023
Sequentially Controlled Text Generation Alexander Spangher Xinyu Hua Yao Ming Nanyun Peng 24 7 0 05 Jan 2023
Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach Miao Chen Xinjiang Lu Tong Xu Yanyan Li Jingbo Zhou Dejing Dou Hui Xiong LMTD 24 10 0 05 Jan 2023
Examining Political Rhetoric with Epistemic Stance Detection Ankita Gupta Su Lin Blodgett Justin H. Gross Brendan O'Connor 22 0 0 29 Dec 2022
Commentary Generation from Data Records of Multiplayer Strategy Esports Game Zihan Wang Naoki Yoshinaga 16 0 0 21 Dec 2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation Faeze Brahman Baolin Peng Michel Galley Sudha Rao Bill Dolan Snigdha Chaturvedi Jianfeng Gao HILM 17 4 0 04 Dec 2022
Towards Computationally Verifiable Semantic Grounding for Language Models Chris Alberti Kuzman Ganchev Michael Collins Sebastian Gehrmann Ciprian Chelba 15 0 0 16 Nov 2022
AutoTemplate: A Simple Recipe for Lexically Constrained Text Generation Hayate Iso 27 7 0 15 Nov 2022
An Overview on Controllable Text Generation via Variational Auto-Encoders Haoqin Tu Yitong Li BDL 27 2 0 15 Nov 2022
Towards Human-Centred Explainability Benchmarks For Text Classification Viktor Schlegel Erick Mendez Guzman R. Batista-Navarro 20 5 0 10 Nov 2022
Syntax-Aware On-the-Fly Code Completion Wannita Takerngsaksiri C. Tantithamthavorn Yuankui Li 24 17 0 09 Nov 2022
Going for GOAL: A Resource for Grounded Football Commentaries Alessandro Suglia José Lopes E. Bastianelli Andrea Vanzo Shubham Agarwal Malvina Nikandrou Lu Yu Ioannis Konstas Verena Rieser 31 5 0 08 Nov 2022
E2E Refined Dataset K. Toyama Katsuhito Sudoh Satoshi Nakamura 23 1 0 01 Nov 2022
TaTa: A Multilingual Table-to-Text Dataset for African Languages Sebastian Gehrmann Sebastian Ruder Vitaly Nikolaev Jan A. Botha Michael Chavinda Ankur P. Parikh Clara E. Rivera LMTD 27 10 0 31 Oct 2022
Evaluating Parameter Efficient Learning for Generation Peng-Tao Xu M. Patwary Shrimai Prabhumoye Virginia Adams R. Prenger Ming-Yu Liu Nayeon Lee M. Shoeybi Bryan Catanzaro MoE 33 3 0 25 Oct 2022
ReasTAP: Injecting Table Reasoning Skills During Pre-training via Synthetic Reasoning Examples Yilun Zhao Linyong Nan Zhenting Qi Rui Zhang Dragomir R. Radev ReLM LMTD LRM 52 36 0 22 Oct 2022
Deepfake Text Detection: Limitations and Opportunities Jiameng Pu Zain Sarwar Sifat Muhammad Abdullah A. Rehman Yoonjin Kim P. Bhattacharya M. Javed Bimal Viswanath AAML 24 54 0 17 Oct 2022
Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models Zdeněk Kasner Ioannis Konstas Ondrej Dusek 37 6 0 13 Oct 2022
OpenCQA: Open-ended Question Answering with Charts Shankar Kantharaj Do Xuan Long Rixie Tiffany Ko Leong J. Tan Enamul Hoque Shafiq R. Joty 29 47 0 12 Oct 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 51 16 0 09 Oct 2022
Calibrating Sequence likelihood Improves Conditional Language Generation Yao-Min Zhao Misha Khalman Rishabh Joshi Shashi Narayan Mohammad Saleh Peter J. Liu UQLM 26 119 0 30 Sep 2022
Informative Text Generation from Knowledge Triples Z. Fu Yi Dong Lidong Bing W. Lam 29 0 0 26 Sep 2022
ProgPrompt: Generating Situated Robot Task Plans using Large Language Models Ishika Singh Valts Blukis Arsalan Mousavian Ankit Goyal Danfei Xu Jonathan Tremblay D. Fox Jesse Thomason Animesh Garg LM&Ro LLMAG 120 624 0 22 Sep 2022
The Whole Truth and Nothing But the Truth: Faithful and Controllable Dialogue Response Generation with Dataflow Transduction and Constrained Decoding Hao Fang Anusha Balakrishnan Harsh Jhamtani Jonathan Bufe J. Crawford Jayant Krishnamurthy Adam Pauls J. Eisner Jacob Andreas Dan Klein 26 5 0 16 Sep 2022
Graph-to-Text Generation with Dynamic Structure Pruning Liang Li Ruiying Geng Bowen Li Can Ma Yinliang Yue Binhua Li Yongbin Li 52 2 0 15 Sep 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator Yutao Luo Menghua Lu Gongshen Liu Shilin Wang LMTD 21 8 0 23 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 32 10 0 25 Jul 2022
Neural Data-to-Text Generation Based on Small Datasets: Comparing the Added Value of Two Semi-Supervised Learning Approaches on Top of a Large Language Model Chris van der Lee Thiago Castro Ferreira Chris Emmery Travis J. Wiltshire Emiel Krahmer 22 2 0 14 Jul 2022