4 papers
Human-Centered Supervision for Sentiment Analysis in Telugu: A Systematic Inquiry Beyond Accuracy
Vallabhaneni Raj Kumar, Ashwin S, Supriya Manna +8
Sentiment analysis for low-resource languages remains challenging in an era where interpretability, human alignment, and fairness are increasingly non-negotiable aspects of modern…
Evaluating link prediction: New perspectives and recommendations
Bhargavi Kalyani, A Rama Prasad Mathi, Niladri Sett
Link prediction (LP) is an important problem in network science and machine learning research. The state-of-the-art LP methods are usually evaluated in a uniform setup, ignoring se…
Reconciling Privacy and Explainability in High-Stakes: A Systematic Inquiry
Supriya Manna, Niladri Sett
Deep learning's preponderance across scientific domains has reshaped high-stakes decision-making, making it essential to follow rigorous operational frameworks that include both Ri…
Need of AI in Modern Education: in the Eyes of Explainable AI (xAI)
Supriya Manna, Niladri Sett
Modern Education is not \textit{Modern} without AI. However, AI's complex nature makes understanding and fixing problems challenging. Research worldwide shows that a parent's incom…