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Umme Ayman Koana

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Preprint Aug 2026

Pseudo2CodeQA: A Benchmark for LLM-Based Structured Algorithmic Reasoning in Code Generation

Pseudo2Code, a benchmark designed to systematically evaluate the impact of structured pseudocode on code generation quality and algorithmic faithfulness, is introduced and the Pseudo2Code Agentic Framework is proposed, a multi-stage pipeline that leverages pseudocode as an explicit intermediate reasoning representation for code generation.

Shadikur Rahman, Umme Ayman Koana, S. Danish · 0 citations