13 citations · 41 across the 10 of their papers we have counts for
10 papers
On the Political Economy of Link-based Web Search
Deepak P, James Steinhoff, Stanley Simoes
Web search engines arguably form the most popular data-driven systems in contemporary society. They wield a considerable power by functioning as gatekeepers of the Web, with most u…
AI and Core Electoral Processes: Mapping the Horizons
Deepak P, Stanley Simoes, Muiris MacCarthaigh
Significant enthusiasm around AI uptake has been witnessed across societies globally. The electoral process -- the time, place and manner of elections within democratic nations --…
REDAffectiveLM: Leveraging Affect Enriched Embedding and Transformer-based Neural Language Model for Readers' Emotion Detection
Anoop Kadan, Deepak P., Manjary P. Gangan +2
Technological advancements in web platforms allow people to express and share emotions towards textual write-ups written and shared by others. This brings about different interesti…
Cluster-level Group Representativity Fairness in -means Clustering
Stanley Simoes, Deepak P, Muiris MacCarthaigh
There has been much interest recently in developing fair clustering algorithms that seek to do justice to the representation of groups defined along sensitive attributes such as ra…
Why are NLP Models Fumbling at Elementary Math? A Survey of Deep Learning based Word Problem Solvers
Sowmya S Sundaram, Sairam Gurajada, Marco Fisichella +2
From the latter half of the last decade, there has been a growing interest in developing algorithms for automatically solving mathematical word problems (MWP). It is a challenging…
Exploring Rawlsian Fairness for K-Means Clustering
Stanley Simoes, Deepak P, Muiris MacCarthaigh
We conduct an exploratory study that looks at incorporating John Rawls' ideas on fairness into existing unsupervised machine learning algorithms. Our focus is on the task of cluste…