Search Results for author: Elizabeth Merkhofer

Found 6 papers, 2 papers with code

APRICOT: A Dataset of Physical Adversarial Attacks on Object Detection

1 code implementation ECCV 2020 A. Braunegg, Amartya Chakraborty, Michael Krumdick, Nicole Lape, Sara Leary, Keith Manville, Elizabeth Merkhofer, Laura Strickhart, Matthew Walmer

Physical adversarial attacks threaten to fool object detection systems, but reproducible research on the real-world effectiveness of physical patches and how to defend against them requires a publicly available benchmark dataset.

Adversarial Robustness Density Estimation +2

MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection

no code implementations SEMEVAL 2019 Abigail Gertner, John Henderson, Elizabeth Merkhofer, Amy Marsh, Ben Wellner, Guido Zarrella

This paper describes MITRE{'}s participation in SemEval-2019 Task 5, HatEval: Multilingual detection of hate speech against immigrants and women in Twitter.

Hate Speech Detection regression +1

MITRE at SemEval-2017 Task 1: Simple Semantic Similarity

no code implementations SEMEVAL 2017 John Henderson, Elizabeth Merkhofer, Laura Strickhart, Guido Zarrella

This paper describes MITRE{'}s participation in the Semantic Textual Similarity task (SemEval-2017 Task 1), which evaluated machine learning approaches to the identification of similar meaning among text snippets in English, Arabic, Spanish, and Turkish.

BIG-bench Machine Learning Image Captioning +6

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