AI Research
MITRA-Swarm: Injecting Explicit Linguistic Structure into Foundation Models for Classical Machine Translation
A research approach to three persistent challenges in classical Sanskrit translation
Classical Sanskrit poses three challenges unresolved by single-call monolithic models: morphophonemic fusion Sandhi, dense nominal compounding Sam\=asa, and discourse-level zero-anaphora forced by poetic meter.
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ArXiv CS.CL
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ArXiv CS.CL
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The work focuses on linguistic features that make classical Sanskrit translation difficult for monolithic models. Its emphasis on explicit structure highlights a different approach to handling complex morphology, compounds, and omitted references.
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