AI Networking Cookbook: Practical recipes for AI-assisted network automation and development
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Parallel tokenizers are introduced, a new framework that first trains tokenizers monolingually and then aligns their vocabularies exhaustively using bilingual dictionaries or word-to-word translation to enforce a shared semantic space across languages while naturally improving fertility balance.
CultureTalk-ID is introduced, the first dialogue-based benchmark for cultural commonsense in Indonesian and its local languages, comprising 4,496 culturally grounded dialogues across 11 languages and 13 culturally salient topics, curated through a multi-stage human pipeline with native speakers to ensure authenticity.
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