Benchmarking Robustness of Machine Reading Comprehension Models

Benchmarking Robustness of Machine Reading Comprehension Models

29 April 2020

Papers citing "Benchmarking Robustness of Machine Reading Comprehension Models"

15 / 15 papers shown

Title
Desiderata for the Context Use of Question Answering Systems Sagi Shaier Lawrence E Hunter K. Wense 33 4 0 31 Jan 2024
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions Son Quoc Tran Gia-Huy Do Phong Nguyen-Thuan Do Matt Kretchmar Xinya Du 29 0 0 10 Sep 2023
Cross-corpus Readability Compatibility Assessment for English Texts Zhenzhen Li Han Ding Shaohong Zhang 41 1 0 16 Jun 2023
How Fragile is Relation Extraction under Entity Replacements? Yiwei Wang Bryan Hooi Fei Wang Yujun Cai Keli Zhang Wenxuan Zhou Jing Tang Manjuan Duan Muhao Chen 69 5 0 22 May 2023
Evaluating the Robustness of Machine Reading Comprehension Models to Low Resource Entity Renaming Clemencia Siro T. Ajayi 26 2 0 06 Apr 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 26 1 0 14 Feb 2023
Prompting GPT-3 To Be Reliable Chenglei Si Zhe Gan Zhengyuan Yang Shuohang Wang Jianfeng Wang Jordan L. Boyd-Graber Lijuan Wang KELM LRM 60 283 0 17 Oct 2022
A Survey on Measuring and Mitigating Reasoning Shortcuts in Machine Reading Comprehension Xanh Ho Johannes Mario Meissner Saku Sugawara Akiko Aizawa OffRL 40 4 0 05 Sep 2022
PALRACE: Reading Comprehension Dataset with Human Data and Labeled Rationales Jiajie Zou Yuran Zhang Peiqing Jin Cheng Luo Xunyi Pan Nai Ding FaML 29 5 0 23 Jun 2021
Contrastive Fine-tuning Improves Robustness for Neural Rankers Xiaofei Ma Cicero Nogueira dos Santos Andrew O. Arnold 18 20 0 27 May 2021
Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models Jieyu Lin Jiajie Zou Nai Ding AAML 18 42 0 24 May 2021
CharBERT: Character-aware Pre-trained Language Model Wentao Ma Yiming Cui Chenglei Si Ting Liu Shijin Wang Guoping Hu 31 104 0 03 Nov 2020
What do Models Learn from Question Answering Datasets? Priyanka Sen Amir Saffari RALM ELM 18 74 0 07 Apr 2020
Generating Natural Language Adversarial Examples M. Alzantot Yash Sharma Ahmed Elgohary Bo-Jhang Ho Mani B. Srivastava Kai-Wei Chang AAML 258 916 0 21 Apr 2018
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 713 0 17 Apr 2018