RockNER: A Simple Method to Create Adversarial Examples for Evaluating
the Robustness of Named Entity Recognition Models

RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models

12 September 2021

Bill Yuchen Lin

Ryan Rene Moreno

Xiang Ren

Papers citing "RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models"

12 / 12 papers shown

Title
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation Yue Zhang Leyang Cui Enbo Zhao Wei Bi Shuming Shi 38 6 0 11 Oct 2023
Automated Testing and Improvement of Named Entity Recognition Systems Boxi Yu Yi-Nuo Hu Qiuyang Mang Wen-Ying Hu Pinjia He 25 6 0 14 Aug 2023
Attack Named Entity Recognition by Entity Boundary Interference Yifei Yang Hongqiu Wu Hai Zhao AAML 24 5 0 09 May 2023
PeerDA: Data Augmentation via Modeling Peer Relation for Span Identification Tasks Weiwen Xu Xin Li Yang Deng W. Lam Lidong Bing 39 9 0 17 Oct 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition Linyi Yang Lifan Yuan Leyang Cui Wen Gao Yue Zhang 43 15 0 24 Aug 2022
BLINK with Elasticsearch for Efficient Entity Linking in Business Conversations Md Tahmid Rahman Laskar Cheng Chen Aliaksandr Martsinovich Jonathan Johnston Xue-Yong Fu TN ShashiBhushan Simon Corston-Oliver 28 17 0 09 May 2022
What do we Really Know about State of the Art NER? Sowmya Vajjala Ramya Balasubramaniam 27 15 0 29 Apr 2022
Measure and Improve Robustness in NLP Models: A Survey Xuezhi Wang Haohan Wang Diyi Yang 139 130 0 15 Dec 2021
AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction Dong-Ho Lee Ravi Kiran Selvam Sheikh Muhammad Sarwar Bill Yuchen Lin Fred Morstatter Jay Pujara Elizabeth Boschee James Allan Xiang Ren 39 2 0 10 Sep 2021
Robust Encodings: A Framework for Combating Adversarial Typos Erik Jones Robin Jia Aditi Raghunathan Percy Liang AAML 142 102 0 04 May 2020
Stanza: A Python Natural Language Processing Toolkit for Many Human Languages Peng Qi Yuhao Zhang Yuhui Zhang Jason Bolton Christopher D. Manning AI4TS 213 1,656 0 16 Mar 2020
Adversarial Example Generation with Syntactically Controlled Paraphrase Networks Mohit Iyyer John Wieting Kevin Gimpel Luke Zettlemoyer AAML GAN 205 713 0 17 Apr 2018