Robustness Testing of Language Understanding in Task-Oriented Dialog

Robustness Testing of Language Understanding in Task-Oriented Dialog

30 December 2020

Ryuichi Takanobu

Papers citing "Robustness Testing of Language Understanding in Task-Oriented Dialog"

13 / 13 papers shown

Title
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade Zefan Cai Xin Zheng Tianyu Liu Xu Wang H. Meng Jiaqi Han Gang Yuan Binghuai Lin Baobao Chang Yunbo Cao 26 4 0 24 May 2023
OLISIA: a Cascade System for Spoken Dialogue State Tracking Léo Jacqmin Lucas Druart Yannick Esteve Benoit Favre L. Rojas-Barahona Valentin Vielzeuf 29 3 0 20 Apr 2023
Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study Hai Ye Yuyang Ding Juntao Li Hwee Tou Ng OOD TTA 29 9 0 09 Feb 2023
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue William B. Held Christopher Hidey Fei Liu Eric Zhu Rahul Goel Diyi Yang Rushin Shah 34 0 0 15 Dec 2022
Sources of Noise in Dialogue and How to Deal with Them Derek Chen Zhou Yu 24 2 0 06 Dec 2022
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems Guangsen Wang Samson Tan Chenyu You Ganglu Wu Jimmy Au Steven C. H. Hoi 37 3 0 22 Nov 2022
Team Flow at DRC2022: Pipeline System for Travel Destination Recommendation Task in Spoken Dialogue Ryutaro Hirai Atsumoto Ohashi Ao Guo Hideki Shiroma Xulin Zhou Yukihiko Tone Shinya Iizuka Ryuichiro Higashinaka 17 1 0 18 Oct 2022
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task Urja Khurana Eric T. Nalisnick Antske Fokkens MoMe 35 6 0 18 Nov 2021
DS-TOD: Efficient Domain Specialization for Task Oriented Dialog Chia-Chien Hung Anne Lauscher Simone Paolo Ponzetto Goran Glavas 36 31 0 15 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
Disfl-QA: A Benchmark Dataset for Understanding Disfluencies in Question Answering Aditya Gupta Jiacheng Xu Shyam Upadhyay Diyi Yang Manaal Faruqui 37 33 0 08 Jun 2021
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 252 915 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 712 0 17 Apr 2018