Neural data-to-text generation: A comparison between pipeline and end-to-end architectures

23 August 2019

Thiago Castro Ferreira

Papers citing "Neural data-to-text generation: A comparison between pipeline and end-to-end architectures"

34 / 34 papers shown

Title
Natural Language Generation Emiel van Miltenburg Chenghua Lin 43 2 0 20 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 39 0 0 31 Dec 2024
GraSAME: Injecting Token-Level Structural Information to Pretrained Language Models via Graph-guided Self-Attention Mechanism Shuzhou Yuan Michael Farber 42 2 0 10 Apr 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
Models of reference production: How do they withstand the test of time? F. Same Guanyi Chen Kees van Deemter 20 4 0 27 Jul 2023
Knowledge Graph for NLG in the context of conversational agents Hussam Ghanem Massinissa Atmani C. Cruz 29 1 0 04 Jul 2023
AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets Yu Lu Junwei Bao Zichen Ma Xiaoguang Han Youzheng Wu Shuguang Cui Xiaodong He 21 3 0 16 Jun 2023
ByGPT5: End-to-End Style-conditioned Poetry Generation with Token-free Language Models Jonas Belouadi Steffen Eger 57 24 0 20 Dec 2022
MOCHA: A Multi-Task Training Approach for Coherent Text Generation from Cognitive Perspective Zhe Hu Hou Pong Chan Lifu Huang 37 8 0 26 Oct 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
BLAB Reporter: Automated journalism covering the Blue Amazon Yan Sym João Gabriel Moura Campos Fabio Gagliardi Cozman 13 0 0 08 Oct 2022
Comparing Computational Architectures for Automated Journalism Yan Sym João Gabriel Moura Campos M. M. José Fabio Gagliardi Cozman 31 0 0 08 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 43 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
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 20 33 0 30 Mar 2022
Non-neural Models Matter: A Re-evaluation of Neural Referring Expression Generation Systems F. Same Guanyi Chen Kees van Deemter 26 12 0 15 Mar 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
Improving Compositional Generalization with Self-Training for Data-to-Text Generation Sanket Vaibhav Mehta J. Rao Yi Tay Mihir Kale Ankur P. Parikh Emma Strubell AI4CE 43 30 0 16 Oct 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
Generating Diverse Descriptions from Semantic Graphs Paul Burgess Daniel Beck Trevor Cohn 30 0 0 12 Aug 2021
JointGT: Graph-Text Joint Representation Learning for Text Generation from Knowledge Graphs Pei Ke Haozhe Ji Yuanyuan Ran Xin Cui Liwei Wang Linfeng Song Xiaoyan Zhu Minlie Huang 59 95 0 19 Jun 2021
Structural Adapters in Pretrained Language Models for AMR-to-text Generation Leonardo F. R. Ribeiro Yue Zhang Iryna Gurevych 46 69 0 16 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 16 66 0 04 Feb 2021
Data-to-text Generation with Macro Planning Ratish Puduppully Mirella Lapata 63 73 0 04 Feb 2021
Evaluating Semantic Accuracy of Data-to-Text Generation with Natural Language Inference Ondrej Dusek Zdeněk Kasner 30 66 0 21 Nov 2020
Knowledge Graph Based Synthetic Corpus Generation for Knowledge-Enhanced Language Model Pre-training Oshin Agarwal Heming Ge Siamak Shakeri Rami Al-Rfou 16 38 0 23 Oct 2020
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis Qingyun Wang Qi Zeng Lifu Huang Kevin Knight Heng Ji Nazneen Rajani 27 54 0 13 Oct 2020
$NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer$ NABU $\mathrm{-}$ Multilingual Graph-based Neural RDF Verbalizer Diego Moussallem Dwaraknath Gnaneshwar Thiago Castro Ferreira A. N. Ngomo 19 16 0 16 Sep 2020
Investigating Pretrained Language Models for Graph-to-Text Generation Leonardo F. R. Ribeiro Martin Schmitt Hinrich Schütze Iryna Gurevych 19 216 0 16 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 17 199 0 06 Jul 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 19 200 0 21 May 2020
Neural Data-to-Text Generation via Jointly Learning the Segmentation and Correspondence Xiaoyu Shen Ernie Chang Hui Su Jie Zhou Dietrich Klakow 40 49 0 03 May 2020