Gabriele Tuccio

GrammarRL: Effective Grammar-Constrained Decoding via Reinforcement Learning

Grammar-constrained generation guarantees syntactic validity, but can substantially degrade semantic quality when the model's preferred outputs are poorly aligned with the imposed grammar. This trade-off is particularly severe when the prompt is underspecified or the model has limited instruction-following ability. Bea...