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09/09/2021
VAINE: Visualization and AI for Natural Experiments
Natural experiments are observational studies where the assignment of tr...
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04/23/2021
Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages
Evaluating model robustness is critical when developing trustworthy mode...
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04/23/2021
Evaluating Deception Detection Model Robustness To Linguistic Variation
With the increasing use of machine-learning driven algorithmic judgement...
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09/27/2020
Measure Utility, Gain Trust: Practical Advice for XAI Researcher
Research into the explanation of machine learning models, i.e., explaina...
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05/01/2020
Evaluating Neural Machine Comprehension Model Robustness to Noisy Inputs and Adversarial Attacks
We evaluate machine comprehension models' robustness to noise and advers...
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04/16/2020
CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation
Evaluation beyond aggregate performance metrics, e.g. F1-score, is cruci...
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07/25/2018
Vulnerable to Misinformation? Verifi!
We present Verifi2, a visual analytic system to support the investigatio...
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10/17/2017