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Molly Q Feldman

1 accepted papers

2025

Substance Beats Style: Why Beginning Students Fail to Code with LLMs

NAACL 2025long

Although LLMs are increasing the productivity of professional programmers, existing work shows that beginners struggle to prompt LLMs to solve text-to-code tasks (Nguyen et al., 2024; Prather et al., 2024b; Mordechai et al., 2024). Why is this the case? This paper explores two competing hypotheses a…