413 citations · 997 across the 48 of their papers we have counts for
51 papers
Evaluating Biomedical BERT Models for Vocabulary Alignment at Scale in the UMLS Metathesaurus
Goonmeet Bajaj, Vinh Nguyen, Thilini Wijesiriwardene +5
The current UMLS (Unified Medical Language System) Metathesaurus construction process for integrating over 200 biomedical source vocabularies is expensive and error-prone as it rel…
Semi-Supervised Deep Learning for Multiplex Networks
Anasua Mitra, Priyesh Vijayan, Ranbir Sanasam +3
Multiplex networks are complex graph structures in which a set of entities are connected to each other via multiple types of relations, each relation representing a distinct layer.…
Privacy Policy Question Answering Assistant: A Query-Guided Extractive Summarization Approach
Moniba Keymanesh, Micha Elsner, Srinivasan Parthasarathy
Existing work on making privacy policies accessible has explored new presentation forms such as color-coding based on the risk factors or summarization to assist users with conscio…
Fairness-aware Summarization for Justified Decision-Making
Moniba Keymanesh, Tanya Berger-Wolf, Micha Elsner +1
In consequential domains such as recidivism prediction, facility inspection, and benefit assignment, it's important for individuals to know the decision-relevant information for th…
A Machine Learning Model for Nowcasting Epidemic Incidence
Saumya Yashmohini Sahai, Saket Gurukar, Wasiur R. KhudaBukhsh +2
Due to delay in reporting, the daily national and statewide COVID-19 incidence counts are often unreliable and need to be estimated from recent data. This process is known in econo…
eDarkTrends: Harnessing Social Media Trends in Substance use disorders for Opioid Listings on Cryptomarket
Usha Lokala, Francois Lamy, Triyasha Ghosh Dastidar +4
Opioid and substance misuse is rampant in the United States today, with the phenomenon known as the opioid crisis. The relationship between substance use and mental health has been…