Gul cCalikli US Booking Services Ltd.

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Code Generation & Program Synthesis (1)Eval Frameworks & Benchmarks (1)Natural Language Processing (1)

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Alex Chudic (1)U. Glasgow (1)

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Feb 12, 2026

US Booking Services Ltd. (freetobook)Feb 12, 2026·also U. Glasgow, US Booking Services Ltd, US Booking Services Ltd.

Automated Test Suite Enhancement Using Large Language Models with Few-shot Prompting

Human-written examples in few-shot prompts supercharge GPT-4o to generate unit tests with superior coverage and correctness compared to LLM- or SBST-generated examples.

Alex Chudic, Gul cCalikli US Booking Services Ltd., U. Glasgow

Code Generation & Program Synthesis Eval Frameworks & Benchmarks Natural Language Processing

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Gul cCalikli US Booking Services Ltd.

Publication activitypapers/week, last 8 weeks

Research focus

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