2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CL2024
Enhancing Trust in Large Language Models via Uncertainty-Calibrated Fine-Tuning
Ranganath Krishnan, Piyush Khanna, Omesh Tickoo
Large language models (LLMs) have revolutionized the field of natural language processing with their impressive reasoning and question-answering capabilities. However, these models…
cs.CL2022★ 2 cited
PInKS: Preconditioned Commonsense Inference with Minimal Supervision
Ehsan Qasemi, Piyush Khanna, Qiang Ning +1
Reasoning with preconditions such as "glass can be used for drinking water unless the glass is shattered" remains an open problem for language models. The main challenge lies in th…