preprintZenodo (CERN European Organization for Nuclear Research)Mar 14, 2026GREEN OA

The Mechanical Translation Hypothesis: LLM Cross-Language Code Translation Success Correlates with Instruction-Following Fidelity, Not Model Size

BMBlake Musselman
Indexed indatacite

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Topics
Keywords
  • Translation (biology)
  • Code (set theory)
  • Machine translation
  • Computer-assisted translation
  • Code-switching
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