Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
1904.09521
Cited By
v1
v2
v3 (latest)
Few-Shot NLG with Pre-Trained Language Model
21 April 2019
Zhiyu Zoey Chen
H. Eavani
Wenhu Chen
Yinyin Liu
William Yang Wang
LMTD
Re-assign community
ArXiv (abs)
PDF
HTML
Github (190★)
Papers citing
"Few-Shot NLG with Pre-Trained Language Model"
50 / 63 papers shown
Towards LLM-generated explanations for Component-based Knowledge Graph Question Answering Systems
Dennis Schiese
A. Perevalov
A. Both
139
2
0
20 Aug 2025
Active Few-Shot Learning for Text Classification
North American Chapter of the Association for Computational Linguistics (NAACL), 2025
Saeed Ahmadnia
Arash Yousefi Jordehi
Mahsa Hosseini Khasheh Heyran
Seyed Abolghasem Mirroshandel
Owen Rambow
Cornelia Caragea
318
8
0
26 Feb 2025
ADLM -- stega: A Universal Adaptive Token Selection Algorithm for Improving Steganographic Text Quality via Information Entropy
Zezheng Qin
Congcong Sun
Taiyi He
Yuke He
Azizol Abdullah
Normalia Samian
Nuur Alifah Roslan
108
1
0
28 Oct 2024
A Survey on Recent Advances in LLM-Based Multi-turn Dialogue Systems
Zihao Yi
Jiarui Ouyang
Yuwen Liu
Yuwen Liu
Tianhao Liao
Haohao Luo
Ying Shen
LRM
LLMAG
526
178
0
28 Feb 2024
A Comparative Analysis of Conversational Large Language Models in Knowledge-Based Text Generation
Phillip Schneider
Manuel Klettner
Elena Simperl
Florian Matthes
253
10
0
02 Feb 2024
Reranking for Natural Language Generation from Logical Forms: A Study based on Large Language Models
International Joint Conference on Natural Language Processing (IJCNLP), 2023
Levon Haroutunian
Zhuang Li
Lucian Galescu
Philip R. Cohen
Raj Tumuluri
Gholamreza Haffari
LRM
232
2
0
21 Sep 2023
Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Alexander Hanbo Li
Mingyue Shang
Evangelia Spiliopoulou
Jie Ma
Patrick Ng
...
William Yang Wang
Kathleen McKeown
Vittorio Castelli
Dan Roth
Bing Xiang
264
4
0
10 Aug 2023
Adapting Knowledge for Few-shot Table-to-Text Generation
IEEE Transactions on Audio, Speech, and Language Processing (IEEE TASLP), 2023
Zhixin Guo
Min Yan
Jiexing Qi
Jianping Zhou
Ziwei He
Guanjie Zheng
Xinbing Wang
VLM
LMTD
348
3
0
24 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
372
5
0
09 Feb 2023
CrossCodeBench: Benchmarking Cross-Task Generalization of Source Code Models
International Conference on Software Engineering (ICSE), 2023
Changan Niu
Chuanyi Li
Vincent Ng
Bin Luo
ELM
ALM
480
18
0
08 Feb 2023
ASDOT: Any-Shot Data-to-Text Generation with Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Jiannan Xiang
Zhengzhong Liu
Yucheng Zhou
Eric P. Xing
Zhiting Hu
395
17
0
09 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review
Nature Machine Intelligence (Nat. Mach. Intell.), 2022
Dieuwke Hupkes
Mario Giulianelli
Verna Dankers
Mikel Artetxe
Yanai Elazar
...
Leila Khalatbari
Maria Ryskina
Rita Frieske
Robert Bamler
Zhijing Jin
690
139
0
06 Oct 2022
Improving the Sample Efficiency of Prompt Tuning with Domain Adaptation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Xu Guo
Boyang Albert Li
Han Yu
VLM
411
25
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
321
2
0
29 Sep 2022
Selective Token Generation for Few-shot Natural Language Generation
International Conference on Computational Linguistics (COLING), 2022
DaeJin Jo
Taehwan Kwon
Eun-Sol Kim
Sungwoong Kim
227
1
0
17 Sep 2022
Leveraging Large (Visual) Language Models for Robot 3D Scene Understanding
William Chen
Siyi Hu
Rajat Talak
Luca Carlone
LM&Ro
168
0
0
12 Sep 2022
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL
International Conference on Information and Knowledge Management (CIKM), 2022
Guanming Xiong
Junwei Bao
Wen Zhao
Youzheng Wu
Xiaodong He
RALM
258
11
0
26 Aug 2022
Few-Shot Table-to-Text Generation with Prefix-Controlled Generator
International Conference on Computational Linguistics (COLING), 2022
Yutao Luo
Menghua Lu
Gongshen Liu
Shilin Wang
LMTD
156
10
0
23 Aug 2022
Innovations in Neural Data-to-text Generation: A Survey
Mandar Sharma
Ajay K. Gogineni
Naren Ramakrishnan
334
12
0
25 Jul 2022
Syntax Controlled Knowledge Graph-to-Text Generation with Order and Semantic Consistency
Jin Liu
Chongfeng Fan
Feng Zhou
Huijuan Xu
178
7
0
02 Jul 2022
Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Pei Ke
Haozhe Ji
Zhenyu Yang
Yi Huang
Junlan Feng
Xiaoyan Zhu
Shiyu Huang
212
8
0
06 Jun 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
Wenhan Luo
LMTD
MedIm
310
4
0
24 May 2022
Self-training with Two-phase Self-augmentation for Few-shot Dialogue Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wanyu Du
Hanjie Chen
Yangfeng Ji
218
1
0
19 May 2022
Attract me to Buy: Advertisement Copywriting Generation with Multimodal Multi-structured Information
Zhipeng Zhang
Xinglin Hou
K. Niu
Zhongzhen Huang
Bo Xiao
Yuning Jiang
Qi Wu
Peifeng Wang
177
5
0
07 May 2022
Learning to Transfer Prompts for Text Generation
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Junyi Li
Tianyi Tang
J. Nie
Ji-Rong Wen
Wayne Xin Zhao
233
44
0
03 May 2022
Few-shot learning for medical text: A systematic review
Yao Ge
Yuting Guo
Yuan-Chi Yang
M. Al-garadi
A. Sarker
226
22
0
21 Apr 2022
Scientometric Review of Artificial Intelligence for Operations & Maintenance of Wind Turbines: The Past, Present and Future
Renewable & Sustainable Energy Reviews (RSER), 2021
Joyjit Chatterjee
Nina Dethlefs
200
108
0
30 Mar 2022
Neural Pipeline for Zero-Shot Data-to-Text Generation
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
Zdeněk Kasner
Ondrej Dusek
199
39
0
30 Mar 2022
Attend, Memorize and Generate: Towards Faithful Table-to-Text Generation in Few Shots
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Wenting Zhao
Ye Liu
Yao Wan
Philip S. Yu
270
13
0
01 Mar 2022
Pretrained Language Models for Text Generation: A Survey
ACM Computing Surveys (ACM CSUR), 2022
Junyi Li
Tianyi Tang
Wayne Xin Zhao
J. Nie
Ji-Rong Wen
AI4CE
614
286
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
181
4
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
286
20
0
12 Dec 2021
Search and Learn: Improving Semantic Coverage for Data-to-Text Generation
AAAI Conference on Artificial Intelligence (AAAI), 2021
Shailza Jolly
Zi Xuan Zhang
Andreas Dengel
Lili Mou
240
15
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
239
8
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
335
44
0
01 Dec 2021
Context Matters in Semantically Controlled Language Generation for Task-oriented Dialogue Systems
ICON (ICON), 2021
Ye Liu
Wolfgang Maier
Wolfgang Minker
Stefan Ultes
173
6
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
241
4
0
17 Nov 2021
Plan-then-Generate: Controlled Data-to-Text Generation via Planning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yixuan Su
David Vandyke
Sihui Wang
Yimai Fang
Nigel Collier
280
91
0
31 Aug 2021
Few-Shot Table-to-Text Generation with Prototype Memory
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Yixuan Su
Zaiqiao Meng
Simon Baker
Nigel Collier
261
36
0
27 Aug 2021
A Single Example Can Improve Zero-Shot Data Generation
Pavel Burnyshev
Valentin Malykh
A. Bout
Ekaterina Artemova
Irina Piontkovskaya
203
3
0
16 Aug 2021
The SelectGen Challenge: Finding the Best Training Samples for Few-Shot Neural Text Generation
International Conference on Natural Language Generation (INLG), 2021
Ernie Chang
Xiaoyu Shen
Alex Marin
Vera Demberg
175
9
0
14 Aug 2021
WeaSuL: Weakly Supervised Dialogue Policy Learning: Reward Estimation for Multi-turn Dialogue
Anant Khandelwal
OffRL
354
6
0
01 Aug 2021
On Training Instance Selection for Few-Shot Neural Text Generation
Ernie Chang
Xiaoyu Shen
Hui-Syuan Yeh
Vera Demberg
279
46
0
07 Jul 2021
Generative Conversational Networks
Alexandros Papangelis
Karthik Gopalakrishnan
Aishwarya Padmakumar
Seokhwan Kim
Gokhan Tur
Dilek Z. Hakkani-Tür
309
19
0
15 Jun 2021
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
Findings (Findings), 2021
Junyi Li
Tianyi Tang
Wayne Xin Zhao
Zhicheng Wei
N. Yuan
Ji-Rong Wen
162
58
0
03 Jun 2021
Pretrained Language Models for Text Generation: A Survey
Junyi Li
Tianyi Tang
Wayne Xin Zhao
Ji-Rong Wen
LM&MA
VLM
SyDa
300
208
0
21 May 2021
Continual Mixed-Language Pre-Training for Extremely Low-Resource Neural Machine Translation
Findings (Findings), 2021
Zihan Liu
Genta Indra Winata
Pascale Fung
VLM
CLL
272
64
0
09 May 2021
Towards objectively evaluating the quality of generated medical summaries
Francesco Moramarco
Damir Juric
Aleksandar Savkov
Ehud Reiter
160
11
0
09 Apr 2021
Neural Data-to-Text Generation with LM-based Text Augmentation
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Ernie Chang
Xiaoyu Shen
D. Zhu
Vera Demberg
Hui Su
196
46
0
06 Feb 2021
Jointly Improving Language Understanding and Generation with Quality-Weighted Weak Supervision of Automatic Labeling
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Ernie Chang
Vera Demberg
Alex Marin
NoLa
185
25
0
06 Feb 2021
1
2
Next
Page 1 of 2
