Few-Shot NLG with Pre-Trained Language Model

21 April 2019

Papers citing "Few-Shot NLG with Pre-Trained Language Model"

31 / 31 papers shown

Title
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models Levon Haroutunian Zhuang Li Lucian Galescu Philip R. Cohen Raj Tumuluri Gholamreza Haffari LRM 38 1 0 21 Sep 2023
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
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models Changan Niu Chuanyi Li Vincent Ng Bin Luo ELM ALM 43 9 0 08 Feb 2023
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
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
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation Xu Guo Boyang Albert Li Han Yu VLM 46 22 0 06 Oct 2022
ConceptNet infused DialoGPT for Underlying Commonsense Understanding and Reasoning in Dialogue Response Generation Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 54 2 0 29 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation DaeJin Jo Taehwan Kwon Eun-Sol Kim Sungwoong Kim 40 1 0 17 Sep 2022
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL Guanming Xiong Junwei Bao Wen Zhao Youzheng Wu Xiaodong He RALM 27 8 0 26 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey Mandar Sharma Ajay K. Gogineni Naren Ramakrishnan 43 10 0 25 Jul 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 38 2 0 24 May 2022
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation Wanyu Du Hanjie Chen Yangfeng Ji 34 1 0 19 May 2022
Learning to Transfer Prompts for Text Generation Junyi Li Tianyi Tang J. Nie Ji-Rong Wen Wayne Xin Zhao 26 40 0 03 May 2022
Scientometric Review of Artificial Intelligence for Operations & Maintenance of Wind Turbines: The Past, Present and Future Joyjit Chatterjee Nina Dethlefs 34 83 0 30 Mar 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation Zdeněk Kasner Ondrej Dusek 20 33 0 30 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots Wenting Zhao Ye Liu Yao Wan Philip S. Yu 30 11 0 01 Mar 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 20 3 0 20 Dec 2021
Few-Shot Out-of-Domain Transfer Learning of Natural Language Explanations in a Label-Abundant Setup Yordan Yordanov Vid Kocijan Thomas Lukasiewicz Oana-Maria Camburu 38 18 0 12 Dec 2021
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly Zi Xuan Zhang Andreas Dengel Lili Mou 39 11 0 06 Dec 2021
LOGEN: Few-shot Logical Knowledge-Conditioned Text Generation with Self-training Shumin Deng Jiacheng Yang Hongbin Ye Chuanqi Tan Mosha Chen Songfang Huang Fei Huang Huajun Chen Ningyu Zhang 27 7 0 02 Dec 2021
NER-BERT: A Pre-trained Model for Low-Resource Entity Tagging Zihan Liu Feijun Jiang Yuxiang Hu Chen Shi Pascale Fung 27 37 0 01 Dec 2021
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems Ye Liu Wolfgang Maier Wolfgang Minker Stefan Ultes 20 4 0 28 Nov 2021
MEDCOD: A Medically-Accurate, Emotive, Diverse, and Controllable Dialog System Rhys Compton Ilya Valmianski Li Deng Shengyi Huang Namit Katariya X. Amatriain Anitha Kannan MedIm 37 4 0 17 Nov 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
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue Anant Khandelwal OffRL 26 6 0 01 Aug 2021
On Training Instance Selection for Few-Shot Neural Text Generation Ernie Chang Xiaoyu Shen Hui-Syuan Yeh Vera Demberg 38 40 0 07 Jul 2021
Generative Conversational Networks Alexandros Papangelis Karthik Gopalakrishnan Aishwarya Padmakumar Seokhwan Kim Gokhan Tur Dilek Z. Hakkani-Tür 32 18 0 15 Jun 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
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 Generation for Czech: Data and Baselines Ondrej Dusek Filip Jurvcívcek 38 22 0 11 Oct 2019