4 papers · 1 filter
Tracking Turbulence Through Financial News During COVID-19
Philip Hossu, Natalie Parde
Grave human toll notwithstanding, the COVID-19 pandemic created uniquely unstable conditions in financial markets. In this work we uncover and discuss relationships involving senti…
Enriching Neural Models with Targeted Features for Dementia Detection
Flavio Di Palo, Natalie Parde
Alzheimer's disease (AD) is an irreversible brain disease that can dramatically reduce quality of life, most commonly manifesting in older adults and eventually leading to the need…
The Steep Road to Happily Ever After: An Analysis of Current Visual Storytelling Models
Yatri Modi, Natalie Parde
Visual storytelling is an intriguing and complex task that only recently entered the research arena. In this work, we survey relevant work to date, and conduct a thorough error ana…
#SarcasmDetection is soooo general! Towards a Domain-Independent Approach for Detecting Sarcasm
Natalie Parde, Rodney D. Nielsen
Automatic sarcasm detection methods have traditionally been designed for maximum performance on a specific domain. This poses challenges for those wishing to transfer those approac…