23 citations · 37 across the 8 of their papers we have counts for
9 papers
Evaluation Awareness Beyond English: Do LLMs Act Differently When Tested in Indic Languages?
Trizal Garg, Sibayan Mitra, Arya Karanjkar +6
Large language models (LLMs) can often tell when they are being tested. This ability, known as evaluation awareness, can lead models to act more cautiously during safety evaluation…
Do We Care About Personalization and Explainability? An Interview Study with News Recommendation Engineers
Jasmin Kareem, Siddharth Mehrotra, Martijn C. Willemsen +1
Research on explainability in recommender systems largely centers on end users, overlooking the perspectives of those who build and maintain these systems and their potential use c…
Understanding AI Trustworthiness: A Scoping Review of AIES & FAccT Articles
Siddharth Mehrotra, Jin Huang, Xuelong Fu +3
Background: Trustworthy AI serves as a foundational pillar for two major AI ethics conferences: AIES and FAccT. However, current research often adopts techno-centric approaches, fo…
"Even explanations will not help in trusting [this] fundamentally biased system": A Predictive Policing Case-Study
Siddharth Mehrotra, Ujwal Gadiraju, Eva Bittner +3
In today's society, where Artificial Intelligence (AI) has gained a vital role, concerns regarding user's trust have garnered significant attention. The use of AI systems in high-r…
A Systematic Review on Fostering Appropriate Trust in Human-AI Interaction
Siddharth Mehrotra, Chadha Degachi, Oleksandra Vereschak +2
Appropriate Trust in Artificial Intelligence (AI) systems has rapidly become an important area of focus for both researchers and practitioners. Various approaches have been used to…
Exploring Effectiveness of Explanations for Appropriate Trust: Lessons from Cognitive Psychology
Ruben S. Verhagen, Siddharth Mehrotra, Mark A. Neerincx +2
The rapid development of Artificial Intelligence (AI) requires developers and designers of AI systems to focus on the collaboration between humans and machines. AI explanations of…
Action Bar Adaptations for One-Handed Use of Smartphones
Siddharth Mehrotra, Saurav Das, Sourabh Zanwar
One-handed use of smartphones is a common scenario in daily life. However, use of smartphones with thumb gives limited reachability to the complete screen. This problem is more sev…
More Similar Values, More Trust? -- the Effect of Value Similarity on Trust in Human-Agent Interaction
Siddharth Mehrotra, Catholijn M. Jonker, Myrthe L. Tielman
As AI systems are increasingly involved in decision making, it also becomes important that they elicit appropriate levels of trust from their users. To achieve this, it is first im…
Neurophysiological Investigation of Context Modulation based on Musical Stimulus
Siddharth Mehrotra, Anuj Shukla, Dipanjan Roy
There are numerous studies which suggest that perhaps music is truly the language of emotions. Music seems to have an almost willful, evasive quality, defying simple explanation, a…