An Efficient Joint Learning Approach for Item Response Theory
Tanish Agarwal · Kaustubh Shivshankar Shejole · Arpit Agarwal
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Tanish Agarwal · Kaustubh Shivshankar Shejole · Arpit Agarwal
Satyam Kumar · Kaustubh Shivshankar Shejole · Pushpak Bhattacharyya
Automatic radiology report generation (RRG) has emerged as a promising approach to reduce clinicians’ workload, yet existing systems are vulnerable to biases induced by spurious correlations across data, models, and evaluation pipelines. Such biases raise serious fairness concerns and may adverse...
Kaustubh Shivshankar Shejole · Pushpak Bhattacharyya
Stereotypes are social constructs shaping human perception and behavior that can produce harmful outcomes under specific conditions. Recent work shows that large language models (LLMs) may inherit and amplify such social harms. However, most existing research often focuses only upon stereotypical...