2 papers
cs.PL2026
Can LLMs Perform Synthesis?
Derek Egolf, Yuhao Zhou, Stavros Tripakis
How do LLMs compare with symbolic tools on program synthesis tasks? We investigate this question on several synthesis domains: LTL reactive synthesis, syntax-guided synthesis, dist…
cs.LO2026
LTLGuard: Formalizing LTL Specifications with Compact Language Models and Lightweight Symbolic Reasoning
Medina Andresel, Cristinel Mateis, Dejan Nickovic +3
Translating informal requirements into formal specifications is challenging due to the ambiguity and variability of natural language (NL). This challenge is particularly pronounced…