Mark Carman

Perception Visualization: Seeing Through the Eyes of a DNN

2022 · arXiv (Cornell University)

Artificial intelligence (AI) systems power the world we live in. Deep neural networks (DNNs) are able to solve tasks in an ever-expanding landscape of scenarios, but our eagerness to apply these powerful models leads us …

Are Word Embedding-based Features Useful for Sarcasm Detection?

2016

This paper makes a simple increment to state-of-the-art in sarcasm detection research. Existing approaches are unable to capture subtle forms of context incongruity which lies at the heart of sarcasm. We explore if prior work …