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cs.SE2026
TLA+-Bench: An Execution-Grounded Benchmark and Dataset for Natural-Language to TLA Specification Generation
Arslan Bisharat, Eric Spencer, Brian Ortiz +8
Large language models increasingly write TLA formal specifications from natural-language descriptions, but progress is hard to measure: existing resources grade by resemblanc…
cs.SE2026
TLA-Prover: Verifiable TLA+ Specification Synthesis via Preference-Optimized Low-Rank Adaptation
Eric Spencer, Arslan Bisharat, Brian Ortiz +6
TLA+ is a formal specification language for verifying distributed systems and safety-critical protocols. Large language models (LLMs) frequently produce TLA+ specifications that fa…