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D. Samaraweera

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Preprint Jul 2026

Selective Left-Shift: Turning Test-Time Compute and Difficulty-based Curation into Training Data for Low-Resource Code Generation

This work proposes a three-phase pipeline that resolves this trilemma by decoupling syntax acquisition from algorithmic reasoning and applies Reinforcement Learning with Verifiable Reward~(RLVR) grounded by language-agnostic Input/Output tests.

D. Samaraweera, Anjana Supun, Srinath Perera · 0 citations