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Monday, 2 Nov 2026 · cs.CL · agents

Grammar Control for Language Learning with Sequential Monte Carlo and Small Language Models

Second language learners benefit from exposure to level-appropriate grammar in interactive language use.

By Kate McCurdy, Jacob Hoover Vigly, Thomas Hikaru Clark et al · 1-minute read

Explainer · on the wire

The explainer for this story is still on the wire.

The claim, the mechanism, and the figures land here once generated.

Source · arXiv

arxiv.org/abs/2610.39800cs.CL

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Grammar Control for Language Learning with Sequential Monte Carlo and Small Language Models — Genko 2 Nov 2026