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cs.CL2025
Fragile Mastery: Are Domain-Specific Trade-Offs Undermining On-Device Language Models?
Basab Jha, Firoj Paudel
The application of on-device language models (ODLMs) on resource-constrained edge devices is a multi-dimensional problem that strikes a fine balance between computational effective…
cs.CL2024
The Rosetta Paradox: Domain-Specific Performance Inversions in Large Language Models
Basab Jha, Ujjwal Puri
While large language models, such as GPT and BERT, have already demonstrated unprecedented skills in everything from natural language processing to domain-specific applications, th…