2 citations · 5 across the 6 of their papers we have counts for
13 papers
Parameter and Data Efficient Continual Pre-training for Robustness to Dialectal Variance in Arabic
Soumajyoti Sarkar, Kaixiang Lin, Sailik Sengupta +3
The use of multilingual language models for tasks in low and high-resource languages has been a success story in deep learning. In recent times, Arabic has been receiving widesprea…
Mitigating Bias in Online Microfinance Platforms: A Case Study on Kiva.org
Soumajyoti Sarkar, Hamidreza Alvari
Over the last couple of decades in the lending industry, financial disintermediation has occurred on a global scale. Traditionally, even for small supply of funds, banks would act…
A Feature-Driven Approach for Identifying Pathogenic Social Media Accounts
Hamidreza Alvari, Ghazaleh Beigi, Soumajyoti Sarkar +4
Over the past few years, we have observed different media outlets' attempts to shift public opinion by framing information to support a narrative that facilitate their goals. Malic…
Can social influence be exploited to compromise security: An online experimental evaluation
Soumajyoti Sarkar, Paulo Shakarian, Mika Armenta +2
Social media has enabled users and organizations to obtain information about technology usage like software usage and even security feature usage. However, on the dark side it has…
Mining user interaction patterns in the darkweb to predict enterprise cyber incidents
Soumajyoti Sarkar, Mohammad Almukaynizi, Jana Shakarian +1
With rise in security breaches over the past few years, there has been an increasing need to mine insights from social media platforms to raise alerts of possible attacks in an att…
Use of a controlled experiment and computational models to measure the impact of sequential peer exposures on decision making
Soumajyoti Sarkar, Ashkan Aleali, Paulo Shakarian +3
It is widely believed that one's peers influence product adoption behaviors. This relationship has been linked to the number of signals a decision-maker receives in a social networ…