Data-to-Text Generation with Content Selection and Planning

3 September 2018

Papers citing "Data-to-Text Generation with Content Selection and Planning"

50 / 66 papers shown

Title
Explanatory Summarization with Discourse-Driven Planning Dongqi Liu Xi Yu Vera Demberg Mirella Lapata 55 0 0 27 Apr 2025
The Challenge of Achieving Attributability in Multilingual Table-to-Text Generation with Question-Answer Blueprints Aden Haussmann LMTD 67 0 0 29 Mar 2025
AmalREC: A Dataset for Relation Extraction and Classification Leveraging Amalgamation of Large Language Models Mansi Pranshu Pandya Mahek Bhavesh Vora Soumya Bharadwaj Ashish Anand 42 0 0 31 Dec 2024
GraphXAIN: Narratives to Explain Graph Neural Networks Mateusz Cedro David Martens 67 0 0 04 Nov 2024
Impact of Model Size on Fine-tuned LLM Performance in Data-to-Text Generation: A State-of-the-Art Investigation Joy Mahapatra Utpal Garain 56 8 0 19 Jul 2024
Controllable Contextualized Image Captioning: Directing the Visual Narrative through User-Defined Highlights Shunqi Mao Chaoyi Zhang Hang Su Hwanjun Song Igor Shalyminov Weidong Cai 53 1 0 16 Jul 2024
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning Alexander Hanbo Li Mingyue Shang Evangelia Spiliopoulou Jie Ma Patrick Ng ... William Yang Wang Kathleen McKeown Vittorio Castelli Dan Roth Bing Xiang 43 2 0 10 Aug 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 29 1 0 04 Jul 2023
Dialogue Planning via Brownian Bridge Stochastic Process for Goal-directed Proactive Dialogue Jian Wang Dongding Lin Wenjie Li 45 20 0 09 May 2023
Text-Blueprint: An Interactive Platform for Plan-based Conditional Generation Fantine Huot Joshua Maynez Shashi Narayan Reinald Kim Amplayo Kuzman Ganchev Annie Louis Anders Sandholm Dipanjan Das Mirella Lapata 46 7 0 28 Apr 2023
Stochastic Code Generation Swapnil Sharma Nikita Anand V. KranthiKiranG. SyDa 35 0 0 14 Apr 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 33 2 0 10 Feb 2023
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales Yu Li Yi Zhang Wei Wu Zimu Zhou Qiang Li 16 2 0 10 Feb 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 32 10 0 05 Jan 2023
Commentary Generation from Data Records of Multiplayer Strategy Esports Game Zihan Wang Naoki Yoshinaga 21 0 0 21 Dec 2022
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation Swarnadeep Saha Xinyan Velocity Yu Joey Tianyi Zhou Ramakanth Pasunuru Asli Celikyilmaz ReLM LRM 35 10 0 16 Dec 2022
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models Jiannan Xiang Zhengzhong Liu Yucheng Zhou Eric P. Xing Zhiting Hu 56 16 0 09 Oct 2022
A Comprehensive Survey of Natural Language Generation Advances from the Perspective of Digital Deception Keenan I. Jones Enes ALTUNCU V. N. Franqueira Yi-Chia Wang Shujun Li DeLMO 47 3 0 11 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 49 10 0 25 Jul 2022
Towards Neural Numeric-To-Text Generation From Temporal Personal Health Data Jon Harris Mohammed J Zaki AI4TS 32 2 0 11 Jul 2022
Conditional Generation with a Question-Answering Blueprint Shashi Narayan Joshua Maynez Reinald Kim Amplayo Kuzman Ganchev Annie Louis Fantine Huot Anders Sandholm Dipanjan Das Mirella Lapata 69 47 0 01 Jul 2022
PLOG: Table-to-Logic Pretraining for Logical Table-to-Text Generation Ao Liu Haoyu Dong Naoaki Okazaki Shi Han Dongmei Zhang LMTD 28 21 0 25 May 2022
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint Heng-Yi Wu Jingqing Zhang Julia Ive T. Li Vibhor Gupta Bingyuan Chen Yike Guo LMTD MedIm 40 2 0 24 May 2022
TempLM: Distilling Language Models into Template-Based Generators Tianyi Zhang Mina Lee Lisa Li Ende Shen Tatsunori B. Hashimoto VLM 50 5 0 23 May 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 20 33 0 30 Mar 2022
An Empirical Study on Learning and Improving the Search Objective for Unsupervised Paraphrasing Weikai Steven Lu 36 0 0 23 Mar 2022
Language modeling via stochastic processes Rose E. Wang Esin Durmus Noah D. Goodman Tatsunori Hashimoto BDL AI4TS 47 24 0 21 Mar 2022
Data-to-text Generation with Variational Sequential Planning Ratish Puduppully Yao Fu Mirella Lapata 61 21 0 28 Feb 2022
Survey of Hallucination in Natural Language Generation Ziwei Ji Nayeon Lee Rita Frieske Tiezheng Yu D. Su ... Delong Chen Wenliang Dai Ho Shu Chan Andrea Madotto Pascale Fung HILM LRM 88 2,269 0 08 Feb 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models Hanqing Zhang Haolin Song Shaoyu Li Ming Zhou Dawei Song 57 215 0 14 Jan 2022
May the Force Be with Your Copy Mechanism: Enhanced Supervised-Copy Method for Natural Language Generation Sanghyuk Choi J. Hwang Hyungjong Noh Yeonsoo Lee 23 3 0 20 Dec 2021
Does Structure Matter? Leveraging Data-to-Text Generation for Answering Complex Information Needs Hanane Djeddal Thomas Gerald Laure Soulier K. Pinel-Sauvagnat L. Tamine 27 1 0 08 Dec 2021
Does Pretraining for Summarization Require Knowledge Transfer? Kundan Krishna Jeffrey P. Bigham Zachary Chase Lipton 32 38 0 10 Sep 2021
IndicBART: A Pre-trained Model for Indic Natural Language Generation Raj Dabre Himani Shrotriya Anoop Kunchukuttan Ratish Puduppully Mitesh M. Khapra Pratyush Kumar 52 70 0 07 Sep 2021
Text-to-Table: A New Way of Information Extraction Xueqing Wu Jiacheng Zhang Hang Li LMTD 30 54 0 06 Sep 2021
Biomedical Data-to-Text Generation via Fine-Tuning Transformers Ruslan Yermakov Nicholas Drago Angelo Ziletti MedIm 32 13 0 03 Sep 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning Yixuan Su David Vandyke Sihui Wang Yimai Fang Nigel Collier 36 80 0 31 Aug 2021
AutoChart: A Dataset for Chart-to-Text Generation Task Jiawen Zhu Jinye Ran Roy Ka-wei Lee Kenny Choo Zhi Li 33 15 0 16 Aug 2021
Generation Challenges: Results of the Accuracy Evaluation Shared Task Craig Thomson Ehud Reiter 30 18 0 12 Aug 2021
Increasing Faithfulness in Knowledge-Grounded Dialogue with Controllable Features Hannah Rashkin David Reitter Gaurav Singh Tomar Dipanjan Das 175 101 0 14 Jul 2021
Learning to Complete Code with Sketches Daya Guo Alexey Svyatkovskiy Jian Yin Nan Duan Marc Brockschmidt Miltiadis Allamanis 26 41 0 18 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 34 20 0 31 May 2021
Constrained Text Generation with Global Guidance -- Case Study on CommonGen Yixian Liu Liwen Zhang Wenjuan Han Yue Zhang Kewei Tu 41 9 0 12 Mar 2021
Towards Faithfulness in Open Domain Table-to-text Generation from an Entity-centric View Tianyu Liu Xin Zheng Baobao Chang Zhifang Sui 127 35 0 17 Feb 2021
Controlling Hallucinations at Word Level in Data-to-Text Generation Clément Rebuffel Marco Roberti Laure Soulier Geoffrey Scoutheeten R. Cancelliere Patrick Gallinari 22 66 0 04 Feb 2021
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021
A Gold Standard Methodology for Evaluating Accuracy in Data-To-Text Systems Craig Thomson Ehud Reiter 22 52 0 08 Nov 2020
Detecting Hallucinated Content in Conditional Neural Sequence Generation Chunting Zhou Graham Neubig Jiatao Gu Mona T. Diab P. Guzmán Luke Zettlemoyer Marjan Ghazvininejad HILM 39 196 0 05 Nov 2020
Learning Better Representation for Tables by Self-Supervised Tasks Liang Li Can Ma Yinliang Yue Linjun Shou Dayong Hu SSL LMTD AI4TS 24 1 0 15 Oct 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task Dongyeop Kang Eduard H. Hovy LRM 42 24 0 11 Oct 2020