4 papers
Counting Machine Parts
Benedict Florance Arockiaraj, Elizabeth Dinella, Ankit Billa +1
Counting objects in an image is a task applicable across many domains. For instance, crowd counting, inventory counting, and cell counting have been the focus of recent research. T…
Universal Adversarial Triggers
Benedict Florance Arockiaraj, Alexander Feng, Jianxiong Cai +1
Recent works have illustrated that modern NLP models trained for diverse tasks ranging from sentiment analysis to language generation succumb to universal adversarial attacks, a cl…
Transfer Learning for Customized Car Racing Environments
Benedict Florance Arockiaraj, Richard Chang, Wesley Yee
Transfer Learning, a technique where a model/agent can use the knowledge/expertise that it gained from one task and exploit that to solve another closely-related task, is often use…
Linguistic Properties of Truthful Response
Bruce W. Lee, Benedict Florance Arockiaraj, Helen Jin
We investigate the phenomenon of an LLM's untruthful response using a large set of 220 handcrafted linguistic features. We focus on GPT-3 models and find that the linguistic profil…