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1910.03487
Cited By
Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
4 October 2019
Nikolaos Malandrakis
Minmin Shen
Anuj Kumar Goyal
Shuyang Gao
Abhishek Sethi
A. Metallinou
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Papers citing
"Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents"
26 / 26 papers shown
Diversity-oriented Data Augmentation with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Zaitian Wang
Jinghan Zhang
Xinhao Zhang
Kunpeng Liu
Pengfei Wang
Yuanchun Zhou
589
8
0
17 Feb 2025
TARDiS : Text Augmentation for Refining Diversity and Separability
Kyungmin Kim
Sanghun Im
Gibaeg Kim
Heung-Seon Oh
VLM
257
0
0
06 Jan 2025
CALICO: Conversational Agent Localization via Synthetic Data Generation
Andy Rosenbaum
Pegah Kharazmi
Ershad Banijamali
Lu Zeng
Christopher DiPersio
...
Gokmen Oz
Clement Chung
Karolina Owczarzak
Fabian Triefenbach
Wael Hamza
SyDa
392
0
0
06 Dec 2024
Enhancing In-Context Learning via Implicit Demonstration Augmentation
Xiaoling Zhou
Wei Ye
Yidong Wang
Chaoya Jiang
Zhemg Lee
Rui Xie
Shikun Zhang
324
12
0
27 Jun 2024
A Comprehensive Survey on Data Augmentation
IEEE Transactions on Knowledge and Data Engineering (TKDE), 2024
Zaitian Wang
Pengfei Wang
Kunpeng Liu
Pengyang Wang
Yanjie Fu
Chang-Tien Lu
Charu Aggarwal
Jian Pei
Yuanchun Zhou
ViT
786
93
0
15 May 2024
Prompt Perturbation Consistency Learning for Robust Language Models
Yao Qiang
Subhrangshu Nandi
Ninareh Mehrabi
Greg Ver Steeg
Anoop Kumar
Anna Rumshisky
Aram Galstyan
416
31
0
24 Feb 2024
Distributional Data Augmentation Methods for Low Resource Language
Mosleh Mahamud
Zed Lee
Isak Samsten
282
6
0
09 Sep 2023
Data Augmentation for Improving Tail-traffic Robustness in Skill-routing for Dialogue Systems
Ting-Wei Wu
Fatemeh Sheikholeslami
Mohammad Kachuee
Jaeyoung Do
Sungjin Lee
144
0
0
07 Jun 2023
BOLT: Fast Energy-based Controlled Text Generation with Tunable Biases
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xin Liu
Muhammad Khalifa
Lu Wang
427
29
0
19 May 2023
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging
International Conference on Computational Linguistics (COLING), 2022
Andrew Rosenbaum
Saleh Soltan
Wael Hamza
Yannick Versley
M. Boese
189
47
0
20 Sep 2022
Towards Natural Language-Based Visualization Authoring
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022
Yun Wang
Zhitao Hou
Leixian Shen
Tongshuang Wu
Yuan Liu
He Huang
Haidong Zhang
Dongmei Zhang
347
87
0
23 Aug 2022
TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Le Zhang
Zichao Yang
Diyi Yang
312
26
0
12 May 2022
A Survey of Controllable Text Generation using Transformer-based Pre-trained Language Models
ACM Computing Surveys (ACM CSUR), 2022
Hanqing Zhang
Haolin Song
Shaoyu Li
Ming Zhou
Dawei Song
681
320
0
14 Jan 2022
Data Augmentation Approaches in Natural Language Processing: A Survey
Bohan Li
Yutai Hou
Wanxiang Che
558
372
0
05 Oct 2021
Graphine: A Dataset for Graph-aware Terminology Definition Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Zequn Liu
Shukai Wang
Yiyang Gu
Ruiyi Zhang
Ming Zhang
Sheng Wang
MedIm
260
14
0
09 Sep 2021
A Survey on Data Augmentation for Text Classification
Markus Bayer
M. Kaufhold
Christian A. Reuter
613
445
0
07 Jul 2021
An Empirical Survey of Data Augmentation for Limited Data Learning in NLP
Transactions of the Association for Computational Linguistics (TACL), 2021
Jiaao Chen
Derek Tam
Colin Raffel
Joey Tianyi Zhou
Diyi Yang
295
223
0
14 Jun 2021
Pseudo Siamese Network for Few-shot Intent Generation
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), 2021
Congying Xia
Caiming Xiong
Philip Yu
ViT
277
24
0
03 May 2021
Topical Language Generation using Transformers
Natural Language Engineering (NLE), 2021
Rohola Zandie
Mohammad H. Mahoor
BDL
119
9
0
11 Mar 2021
Multi-type Disentanglement without Adversarial Training
AAAI Conference on Artificial Intelligence (AAAI), 2020
Lei Sha
Thomas Lukasiewicz
DRL
334
13
0
16 Dec 2020
Generative Adversarial Networks for Annotated Data Augmentation in Data Sparse NLU
ICON (ICON), 2020
O. Yu. Golovneva
Charith Peris
SyDa
GAN
160
5
0
09 Dec 2020
Delexicalized Paraphrase Generation
International Conference on Computational Linguistics (COLING), 2020
Boya Yu
Konstantine Arkoudas
Wael Hamza
BDL
174
3
0
04 Dec 2020
Simulated Chats for Building Dialog Systems: Learning to Generate Conversations from Instructions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Biswesh Mohapatra
Gaurav Pandey
Danish Contractor
Sachindra Joshi
338
34
0
20 Oct 2020
Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks
Lichao Sun
Congying Xia
Wenpeng Yin
Tingting Liang
Philip S. Yu
Lifang He
183
35
0
05 Oct 2020
Composed Variational Natural Language Generation for Few-shot Intents
Findings (Findings), 2020
Congying Xia
Caiming Xiong
Philip Yu
R. Socher
VLM
DRL
231
31
0
21 Sep 2020
CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection
Congying Xia
Chenwei Zhang
Hoang Nguyen
Jiawei Zhang
Philip Yu
191
47
0
04 Apr 2020
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