提出DuDi双信号蒸馏框架，用跨语言口头器提升多语言NLP模型的迁移效率
arXiv:2606.04694v1 Announce Type: new Abstract: Small language models (SLMs) are efficient and scalable, but their multilingual capabilities degrade s…
大语言模型为跨语言主题建模注入新动力，提出LLM-XTM框架有效提升多语言主题一致性与迁移能力。
arXiv:2605.03299v2 Announce Type: replace Abstract: Cross-lingual topic modeling aims to discover shared semantic structures across languages, yet exi…
首个针对非洲语言的文化越狱基准，填补多语言安全评估空白
arXiv:2606.01322v1 Announce Type: cross Abstract: Safety evaluation of Large Language Models (LLMs) remains heavily English-centric, leaving Low-Resou…
覆盖350种语言的单语模型Goldfish，大幅提升低资源语言NLP能力。
arXiv:2408.10441v3 Announce Type: replace Abstract: For many low-resource languages, the only available language models are large multilingual models …
新方法EMCEE通过提取合成多语言上下文，巧妙桥接知识与推理，显著增强大模型的多语言能力
arXiv:2503.05846v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have achieved impressive progress across a wide range of tasks,…
从维基百科原始数据构建高质量南斯拉夫语语料库，详解七种语言的文本提取与清洗流程。
arXiv:2604.25384v2 Announce Type: replace Abstract: This paper presents a pipeline designed to transform raw Wikimedia dumps into quality textual corp…