Dialog State Tracking with Reinforced Data Augmentation

Dialog State Tracking with Reinforced Data Augmentation

21 August 2019

Lifeng Shang

Xin Jiang

Qun Liu

Papers citing "Dialog State Tracking with Reinforced Data Augmentation"

16 / 16 papers shown

Title
Comparing Data Augmentation Methods for End-to-End Task-Oriented Dialog Systems Christos Vlachos Themos Stafylakis Ion Androutsopoulos 51 1 0 10 Jun 2024
Diverse and Effective Synthetic Data Generation for Adaptable Zero-Shot Dialogue State Tracking James D. Finch Jinho D. Choi 37 0 0 21 May 2024
Data Augmentation for Conversational AI Heydar Soudani Evangelos Kanoulas Faegheh Hasibi 40 3 0 09 Sep 2023
More Robust Schema-Guided Dialogue State Tracking via Tree-Based Paraphrase Ranking Alexandru Coca Bo-Hsiang Tseng Weizhe Lin Bill Byrne 27 2 0 17 Mar 2023
Stabilized In-Context Learning with Pre-trained Language Models for Few Shot Dialogue State Tracking Derek Chen Kun Qian Zhou Yu 23 5 0 12 Feb 2023
Controllable User Dialogue Act Augmentation for Dialogue State Tracking Chun-Mao Lai Ming-Hao Hsu Chao-Wei Huang Yun-Nung (Vivian) Chen 34 6 0 26 Jul 2022
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 130 271 0 05 Oct 2021
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialog State Tracking Yinpei Dai Hangyu Li Yongbin Li Jian Sun Fei Huang Luo Si Xiao-Dan Zhu 26 54 0 01 Jun 2021
A Survey of Data Augmentation Approaches for NLP Steven Y. Feng Varun Gangal Jason W. Wei Sarath Chandar Soroush Vosoughi Teruko Mitamura Eduard H. Hovy AIMat 39 799 0 07 May 2021
N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking Taha İbrahim Aksu Zhengyuan Liu Min-Yen Kan Nancy F. Chen 45 9 0 27 Feb 2021
C2C-GenDA: Cluster-to-Cluster Generation for Data Augmentation of Slot Filling Yutai Hou Sanyuan Chen Wanxiang Che Cheng Chen Ting Liu 8 19 0 13 Dec 2020
CoSDA-ML: Multi-Lingual Code-Switching Data Augmentation for Zero-Shot Cross-Lingual NLP Libo Qin Minheng Ni Yue Zhang Wanxiang Che 40 149 0 11 Jun 2020
Data Augmentation for Spoken Language Understanding via Pretrained Language Models Baolin Peng Chenguang Zhu Michael Zeng Jianfeng Gao 20 25 0 29 Apr 2020
Paraphrase Augmented Task-Oriented Dialog Generation Silin Gao Yichi Zhang Zhijian Ou Zhou Yu 16 87 0 16 Apr 2020
Variational Hierarchical Dialog Autoencoder for Dialog State Tracking Data Augmentation Kang Min Yoo Hanbit Lee Franck Dernoncourt Trung Bui W. Chang Sang-goo Lee BDL 19 25 0 23 Jan 2020
Deep Reinforcement Learning for Dialogue Generation Jiwei Li Will Monroe Alan Ritter Michel Galley Jianfeng Gao Dan Jurafsky 214 1,327 0 05 Jun 2016