Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding

4 July 2018

Yutai Hou

Papers citing "Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding"

37 / 37 papers shown

Title
Contextual Data Augmentation for Task-Oriented Dialog Systems Dustin Axman Avik Ray Shubham Garg Jing Huang 29 2 0 16 Oct 2023
A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER Guanting Dong Zechen Wang Jinxu Zhao Gang Zhao Daichi Guo ... Keqing He Xuefeng Li Liwen Wang Xinyue Cui Weiran Xu 37 19 0 28 Aug 2023
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation Charles OÑeill Y. Ting 丁 I. Ciucă Jack Miller Thang Bui SyDa 37 1 0 15 Aug 2023
I-WAS: a Data Augmentation Method with GPT-2 for Simile Detection Yongzhu Chang Rongsheng Zhang Jiashu Pu 38 1 0 08 Aug 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 20 0 0 07 Jun 2023
Boosting Event Extraction with Denoised Structure-to-Text Augmentation Bo Wang Heyan Huang Xiaochi Wei Ge Shi Xiao Liu Chong Feng Tong Zhou Shuai Wang Dawei Yin 46 5 0 16 May 2023
Learning towards Selective Data Augmentation for Dialogue Generation Xiuying Chen Mingzhe Li Jiayi Zhang Xiaoqiang Xia Chen Wei Jianwei Cui Xin Gao Xiangliang Zhang Rui Yan 38 7 0 17 Mar 2023
Steerable Equivariant Representation Learning Sangnie Bhardwaj Willie McClinton Tongzhou Wang Guillaume Lajoie Chen Sun Phillip Isola Dilip Krishnan OOD LLMSV 34 5 0 22 Feb 2023
Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification Dania Refai Saleh Abu-Soud Mohammad J. Abdel-Rahman 40 12 0 28 Dec 2022
Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues Jiao Ou Jinchao Zhang Yang Feng Jie Zhou 36 13 0 30 Oct 2022
Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users? Zhiqiang Hu Roy Ka-Wei Lee Nancy F. Chen 32 4 0 24 Oct 2022
Random Text Perturbations Work, but not Always Zhengxiang Wang DeLMO 10 1 0 02 Sep 2022
End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting Thierry Desot François Portet Michel Vacher 27 12 0 17 Jul 2022
Data Augmentation for Low-Resource Quechua ASR Improvement Rodolfo Zevallos Núria Bel Guillermo Cámbara Mireia Farrús Jordi Luque VLM SyDa 19 6 0 14 Jul 2022
A Model-Agnostic Data Manipulation Method for Persona-based Dialogue Generation Yu Cao Wei Bi Meng Fang Shuming Shi Dacheng Tao 32 48 0 21 Apr 2022
Semantic-based Data Augmentation for Math Word Problems Ai Li Jiaqing Liang Yanghua Xiao AAML 24 7 0 07 Jan 2022
Improving the Diversity of Unsupervised Paraphrasing with Embedding Outputs M. Jegadeesan Sachin Kumar John Wieting Yulia Tsvetkov SyDa 27 2 0 25 Oct 2021
SGD-X: A Benchmark for Robust Generalization in Schema-Guided Dialogue Systems Harrison Lee Raghav Gupta Abhinav Rastogi Yuan Cao Bin Zhang Yonghui Wu 74 33 0 13 Oct 2021
Investigation on Data Adaptation Techniques for Neural Named Entity Recognition Evgeniia Tokarchuk David Thulke Weiyue Wang Christian Dugast Hermann Ney 19 2 0 12 Oct 2021
Data Augmentation Approaches in Natural Language Processing: A Survey Bohan Li Yutai Hou Wanxiang Che 130 271 0 05 Oct 2021
SpliceOut: A Simple and Efficient Audio Augmentation Method Arjit Jain Pranay Reddy Samala Deepak Mittal P. Jyothi M. Singh 28 10 0 30 Sep 2021
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models Kun Zhou Wayne Xin Zhao Sirui Wang Fuzheng Zhang Wei Wu Ji-Rong Wen AAML 21 7 0 13 Sep 2021
GOLD: Improving Out-of-Scope Detection in Dialogues using Data Augmentation Derek Chen Zhou Yu 27 31 0 07 Sep 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
GPT3Mix: Leveraging Large-scale Language Models for Text Augmentation Kang Min Yoo Dongju Park Jaewook Kang Sang-Woo Lee Woomyeong Park 36 235 0 18 Apr 2021
Recent Neural Methods on Slot Filling and Intent Classification for Task-Oriented Dialogue Systems: A Survey Samuel Louvan Bernardo Magnini 13 107 0 01 Nov 2020
An Analysis of Simple Data Augmentation for Named Entity Recognition Xiang Dai Heike Adel 35 194 0 22 Oct 2020
Coreference Resolution as Query-based Span Prediction Wei Wu Fei Wang Arianna Yuan Fei Wu Jiwei Li LRM 36 180 0 05 Nov 2019
A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification Varun Kumar Hadrien Glaude Cyprien de Lichy William Campbell 23 83 0 09 Oct 2019
Automatically Learning Data Augmentation Policies for Dialogue Tasks Tong Niu Joey Tianyi Zhou 21 39 0 27 Sep 2019
A Corpus-free State2Seq User Simulator for Task-oriented Dialogue Yutai Hou Meng Fang Wanxiang Che Ting Liu OffRL 24 7 0 10 Sep 2019
Data Augmentation with Atomic Templates for Spoken Language Understanding Zijian Zhao Su Zhu Kai Yu 11 29 0 28 Aug 2019
Dialog State Tracking with Reinforced Data Augmentation Yichun Yin Lifeng Shang Xin Jiang Xiao Chen Qun Liu OffRL 13 25 0 21 Aug 2019
Data Augmentation for Spoken Language Understanding via Joint Variational Generation Kang Min Yoo Youhyun Shin Sang-goo Lee 29 91 0 07 Sep 2018
OpenNMT: Open-Source Toolkit for Neural Machine Translation Guillaume Klein Yoon Kim Yuntian Deng Jean Senellart Alexander M. Rush 273 1,896 0 10 Jan 2017
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems Layla El Asri Jing He Kaheer Suleman 57 117 0 30 Jun 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 218 7,925 0 17 Aug 2015