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researcher

M. Sarfraz

2 papers hereh-index 16 citations5 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

fields
  • cs.CL1
  • cs.LG1
same name
  • M. Sarfraz — 10 papers, h 19
  • M. Sarfraz — 2 papers
  • M. Sarfraz — 2 papers
  • M. Sarfraz — 1 paper

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

most citedOptimizing Small Language Models for In-Vehicle Function-Calling

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.CL2025

Position: Pause Recycling LoRAs and Prioritize Mechanisms to Uncover Limits and Effectiveness

Mei-Yen Chen, Thi Thu Uyen Hoang, Michael Hahn +1

Merging or routing low-rank adapters (LoRAs) has emerged as a popular solution for enhancing large language models, particularly when data access is restricted by regulatory or dom…

cs.LG2025★ 2 cited

Optimizing Small Language Models for In-Vehicle Function-Calling

Yahya Sowti Khiabani, Farris Atif, Chieh Hsu +7

We propose a holistic approach for deploying Small Language Models (SLMs) as function-calling agents within vehicles as edge devices, offering a more flexible and robust alternativ…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.