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Parameter-Efficient Instruction Tuning of LLMS for Domain-Specific Adaptation: Evidence from Financial Applications

Parameter-Efficient Instruction Tuning of LLMS for Domain-Specific Adaptation: Evidence from Financial Applications

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Author: Subhendu Khatuya
Supervisors: Prof. Pawan Goyal and Prof. Niloy Ganguly
Department of Computer Science and Engineering
Indian Institute of Technology Kharagpur, India
May, 2026