Robust Question Answering against Distribution Shifts with Test-Time
Adaptation: An Empirical Study

Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study

9 February 2023

Hai Ye

Hwee Tou Ng

Papers citing "Robust Question Answering against Distribution Shifts with Test-Time Adaptation: An Empirical Study"

12 / 12 papers shown

Title
Harnessing Test-time Adaptation for NLU tasks Involving Dialects of English Duke Nguyen Aditya Joshi Flora D. Salim 46 0 0 17 Mar 2025
On the Robustness of Question Rewriting Systems to Questions of Varying Hardness Hai Ye Hwee Tou Ng Wenjuan Han 32 3 0 12 Nov 2023
Test-Time Self-Adaptive Small Language Models for Question Answering Soyeong Jeong Jinheon Baek Sukmin Cho Sung Ju Hwang Jong C. Park 26 2 0 20 Oct 2023
Multi-Source Test-Time Adaptation as Dueling Bandits for Extractive Question Answering Hai Ye Qizhe Xie Hwee Tou Ng 40 8 0 11 Jun 2023
Revisiting Out-of-distribution Robustness in NLP: Benchmark, Analysis, and LLMs Evaluations Lifan Yuan Yangyi Chen Ganqu Cui Hongcheng Gao Fangyuan Zou Xingyi Cheng Heng Ji Zhiyuan Liu Maosong Sun 39 73 0 07 Jun 2023
Test-Time Adaptation with Perturbation Consistency Learning Yi Su Yixin Ji Juntao Li Hai Ye Hao Fei VLM 30 2 0 25 Apr 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang Ran He Tien-Ping Tan OOD VLM TTA 38 205 0 27 Mar 2023
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 280 3,858 0 18 Apr 2021
Posterior Differential Regularization with f-divergence for Improving Model Robustness Hao Cheng Xiaodong Liu L. Pereira Yaoliang Yu Jianfeng Gao 248 31 0 23 Oct 2020
MLQA: Evaluating Cross-lingual Extractive Question Answering Patrick Lewis Barlas Oğuz Ruty Rinott Sebastian Riedel Holger Schwenk ELM 246 493 0 16 Oct 2019
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 232 438 0 25 Sep 2019