cs.SE · 2026-10-05 · No. 134

Software Engineering, 2026-10-05.

1 new papers in cs.SE. Titles, authors, abstracts. Links to arXiv. Want this in your inbox every morning? Subscribe →

01 — The papers

1 entries
  1. 01

    MintEval: Do LLMs Implement the Trading Strategy You Asked For? A Behavioural-Equivalence Benchmark for Natural-Language-to-Strategy Code

    Siyu Wang, Yifan Wang, Yuecheng He

    cs.SE · cs.CL · cs.LG · q-fin.TR

    Large language models are moving from producing trading signals to writing the code that executes them. The failure mode of the second role is silent: generated code runs, a backtest plots, yet the risk logic that the trader described is not the logic being executed. Existing code benchmarks test functional correctness on unit tests and finance benchmarks test forecasting; neither measures whether an implementation behaves like the strategy...

    arxiv.org/abs/2610.03080 · PDF

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