Publications (37)
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels
Sourya Dipta Das, Shubham Kumar, Kuldeep Yadav
Grammar competency estimation is essential for assessing linguistic proficiency in both written and spoken language; however, the spoken modality presents additional challenges due…
Constant Depth Digital-Analog Counterdiabatic Quantum Computing
Balaganchi A. Bhargava, Shubham Kumar, Anne-Maria Visuri +3
We introduce a digital-analog quantum computing framework that enables counterdiabatic protocols to be implemented at constant circuit depth, allowing fast and resource-efficient q…
Solution of Uncertain Multiobjective Optimization Problems by Using Nonlinear Conjugate Gradient Method
Shubham Kumar, Nihar Kumar Mahato, Debdas Ghosh
This paper introduces a nonlinear conjugate gradient method (NCGM) for addressing the robust counterpart of uncertain multiobjective optimization problems (UMOPs). Here, the robust…
DHFP-PE: Dual-Precision Hybrid Floating Point Processing Element for AI Acceleration
Shubham Kumar, Vijay Pratap Sharma, Vaibhav Neema +1
The rapid adoption of low-precision arithmetic in artificial intelligence and edge computing has created a strong demand for energy-efficient and flexible floating-point multiply-a…
Unveiling Structural Bottlenecks of Dynamic Disorder in a Density-Tunable Glass Former: From Strong to Fragile Regimes
Shubham Kumar, Shinji Saito
Fragility characterizes how rapidly a glass-forming liquid slows down upon supercooling, but whether strong and fragile behaviors arise from the same microscopic relaxation mechani…
Large-Scale Knowledge Synthesis and Complex Information Retrieval from Biomedical Documents
Shreya Saxena, Raj Sangani, Siva Prasad +4
Recent advances in the healthcare industry have led to an abundance of unstructured data, making it challenging to perform tasks such as efficient and accurate information retrieva…