3 papers
cs.AI2026
Reasoning or Rhetoric? An Empirical Analysis of Moral Reasoning Explanations in Large Language Models
Aryan Kasat, Smriti Singh, Aman Chadha +1
Do large language models reason morally, or do they merely sound like they do? We investigate whether LLM responses to moral dilemmas exhibit genuine developmental progression thro…
cs.CL2025
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…
cs.CY2024
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…