Entity-Switched Datasets: An Approach to Auditing the In-Domain
Robustness of Named Entity Recognition Models

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Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models

8 April 2020

Byron C. Wallace

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Papers citing "Entity-Switched Datasets: An Approach to Auditing the In-Domain Robustness of Named Entity Recognition Models"

12 / 12 papers shown

Title
A Multilingual Evaluation of NER Robustness to Adversarial Inputs A. Srinivasan Sowmya Vajjala AAML 64 3 0 30 May 2023
T-NER: An All-Round Python Library for Transformer-based Named Entity Recognition Asahi Ushio Jose Camacho-Collados 75 75 0 09 Sep 2022
What do we Really Know about State of the Art NER? Sowmya Vajjala Ramya Balasubramaniam 55 17 0 29 Apr 2022
On the Robustness of Reading Comprehension Models to Entity Renaming Jun Yan Yang Xiao Sagnik Mukherjee Bill Yuchen Lin Robin Jia Xiang Ren 104 20 0 16 Oct 2021
RockNER: A Simple Method to Create Adversarial Examples for Evaluating the Robustness of Named Entity Recognition Models Bill Yuchen Lin Wenyang Gao Jun Yan Ryan Rene Moreno Xiang Ren AAML 90 42 0 12 Sep 2021
Entity-Based Knowledge Conflicts in Question Answering Shayne Longpre Kartik Perisetla Anthony Chen Nikhil Ramesh Chris DuBois Sameer Singh HILM 340 264 0 10 Sep 2021
Context-aware Adversarial Training for Name Regularity Bias in Named Entity Recognition Abbas Ghaddar Philippe Langlais Ahmad Rashid Mehdi Rezagholizadeh 124 44 0 24 Jul 2021
Neural Data Augmentation via Example Extrapolation Kenton Lee Kelvin Guu Luheng He Timothy Dozat Hyung Won Chung 76 72 0 02 Feb 2021
Re-imagining Algorithmic Fairness in India and Beyond Nithya Sambasivan Erin Arnesen Ben Hutchinson Tulsee Doshi Vinodkumar Prabhakaran FaML 109 186 0 25 Jan 2021
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 146 21 0 01 Jan 2021
Example-Based Named Entity Recognition Morteza Ziyadi Yuting Sun Abhishek Goswami Jade Huang Weizhu Chen 77 33 0 24 Aug 2020
Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve Oshin Agarwal Yinfei Yang Byron C. Wallace A. Nenkova 51 37 0 09 Apr 2020