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cs.CL2025
Advances and Challenges in Semantic Textual Similarity: A Comprehensive Survey
Lokendra Kumar, Neelesh S. Upadhye, Kannan Piedy
Semantic Textual Similarity (STS) research has expanded rapidly since 2021, driven by advances in transformer architectures, contrastive learning, and domain-specific techniques. T…
math.OC2025
Adaptive Efficiency Optimization in SDLC: An MILP Approach for Balanced and Cost-Effective Resource Allocation
Lokendra Kumar, Neelesh S. Upadhye, Kannan Piedy
The efficient allocation of human resources is a critical concern in software development and other industries. This paper introduces a rigorous mathematical methodology for task a…