Innovations in Neural Data-to-text Generation: A Survey

25 July 2022

Papers citing "Innovations in Neural Data-to-text Generation: A Survey"

27 / 27 papers shown

Title
Large Language Models as Span Annotators Zdeněk Kasner Vilém Zouhar Patrícia Schmidtová Ivan Kartáč Kristýna Onderková Ondřej Plátek Dimitra Gkatzia Saad Mahamood Ondrej Dusek Simone Balloccu ALM 35 0 0 11 Apr 2025
Information Guided Regularization for Fine-tuning Language Models Mandar Sharma Nikhil Muralidhar Shengzhe Xu Raquib Bin Yousuf Naren Ramakrishnan 20 0 0 20 Jun 2024
Laying Anchors: Semantically Priming Numerals in Language Modeling Mandar Sharma Rutuja Murlidhar Taware Pravesh Koirala Nikhil Muralidhar Naren Ramakrishnan 19 2 0 02 Apr 2024
A Systematic Review of Data-to-Text NLG Chinonso Osuji Thiago Castro Ferreira Brian Davis 21 1 0 13 Feb 2024
Towards Verifiable Text Generation with Symbolic References Lucas Torroba Hennigen Zejiang Shen Aniruddha Nrusimha Bernhard Gapp David Sontag Yoon Kim 18 10 0 15 Nov 2023
GPT-Based Models Meet Simulation: How to Efficiently Use Large-Scale Pre-Trained Language Models Across Simulation Tasks Philippe J. Giabbanelli LLMAG ALM AI4CE 15 13 0 21 Jun 2023
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency Mandar Sharma Nikhil Muralidhar Naren Ramakrishnan CLL 25 4 0 14 May 2023
TabGenie: A Toolkit for Table-to-Text Generation Zdeněk Kasner E. Garanina Ondvrej Plátek Ondrej Dusek LMTD 19 8 0 27 Feb 2023
Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic Mandar Sharma Nikhil Muralidhar Naren Ramakrishnan 14 6 0 03 Nov 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 37 16 0 09 Oct 2022
R2D2: Robust Data-to-Text with Replacement Detection Linyong Nan Lorenzo Jaime Yu Flores Yilun Zhao Yixin Liu Luke Benson Weijin Zou Dragomir R. Radev 37 17 0 25 May 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 315 8,448 0 28 Jan 2022
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly Zi Xuan Zhang Andreas Dengel Lili Mou 14 11 0 06 Dec 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,843 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 114 35 0 17 Feb 2021
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 53 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 246 283 0 02 Feb 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,312 0 17 Jan 2021
Towards Faithful Neural Table-to-Text Generation with Content-Matching Constraints Zhenyi Wang Xiaoyang Wang Bang An Dong Yu Changyou Chen LMTD 166 84 0 03 May 2020
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 406 2,584 0 03 Sep 2019
Learning to generate one-sentence biographies from Wikidata Andrew Chisholm Will Radford Ben Hachey SyDa 80 110 0 21 Feb 2017
Adversarial Evaluation of Dialogue Models Anjuli Kannan Oriol Vinyals AAML ALM 131 76 0 27 Jan 2017
Reference-Aware Language Models Zichao Yang Phil Blunsom Chris Dyer Wang Ling 210 80 0 05 Nov 2016
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,740 0 26 Sep 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu L. V. D. van der Maaten Kilian Q. Weinberger PINN 3DV 247 36,356 0 25 Aug 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,923 0 17 Aug 2015
Convolutional Neural Networks for Sentence Classification Yoon Kim AILaw VLM 250 13,347 0 25 Aug 2014