5 papers
Born With a Silver Spoon? Investigating Socioeconomic Bias in Large Language Models
Smriti Singh, Shuvam Keshari, Vinija Jain +1
Socioeconomic bias in society exacerbates disparities, influencing access to opportunities and resources based on individuals' economic and social backgrounds. This pervasive issue…
From Prejudice to Parity: A New Approach to Debiasing Large Language Model Word Embeddings
Aishik Rakshit, Smriti Singh, Shuvam Keshari +3
Embeddings play a pivotal role in the efficacy of Large Language Models. They are the bedrock on which these models grasp contextual relationships and foster a more nuanced underst…
Annotating sleep states in children from wrist-worn accelerometer data using Machine Learning
Ashwin Ram, Sundar Sripada V. S., Shuvam Keshari +1
Sleep detection and annotation are crucial for researchers to understand sleep patterns, especially in children. With modern wrist-worn watches comprising built-in accelerometers,…
Facial asymmetry: A Computer Vision based behaviometric index for assessment during a face-to-face interview
Shuvam Keshari, Tanusree Dutta, Raju Mullick +2
Choosing the right person for the right job makes the personnel interview process a cognitively demanding task. Psychometric tests, followed by an interview, have often been used t…
Decoding Brain Motor Imagery with various Machine Learning techniques
Giovanni Jana, Corey Karnei, Shuvam Keshari
Motor imagery (MI) is a well-documented technique used by subjects in BCI (Brain Computer Interface) experiments to modulate brain activity within the motor cortex and surrounding…