DiaLLM Quantifies the Robustness-Generation Gap in English Dialect Adaptation
arXiv·medium signal
DiaLLM investigates why LLMs increasingly understand dialectal English yet still produce only standard, US-leaning English. The work frames and measures this robustness-generation gap, a concrete fairness and localization concern for builders shipping conversational products to non-standard-dialect user populations.