聚焦阿拉伯语大模型红队攻防，用 ASAS 基准系统测出主流模型的隐患与脆弱点，安全评测领域值得一读。
arXiv:2608.21985v1 Announce Type: new Abstract: As the adoption of large language models (LLMs) grows in Arabic-speaking regions, ensuring their safet…
最大开源阿拉伯语大模型家族Jais 2发布，专精阿拉伯文化场景，性能对标国际主流模型。
arXiv:2608.13580v1 Announce Type: cross Abstract: Jais 2 is a family of Arabic-centric large language models developed jointly by MBZUAI, Cerebras, an…
面向低资源阿拉伯语语音LLM，用数据调度玩转多任务指令调优，稀缺语种建模必看
arXiv:2601.12494v3 Announce Type: replace-cross Abstract: Audio large language models (LLMs) enable unified speech understanding and generation, but a…
阿拉伯语方言能否像语言一样被定向操控？稀疏神经元与分布式方向的机制揭秘，为大模型方言控制打开新思路。
arXiv:2607.03936v1 Announce Type: new Abstract: A key challenge in Arabic NLP is the scarcity of dialectal data relative to Modern Standard Arabic (MS…
多语言语音克隆利器，在德语和阿拉伯语相似度上表现突出，虽实时转换稍慢但效果出色，适合高保真场景。
I benchmarked local voice-cloning models across English, German, Modern Standard Arabic, Spanish, and Mandarin Chinese. Models: OmniVoice int8 Chatter…
首个阿拉伯语-俄语平行语料库与LLM基准，打破科研语言壁垒，助力可持续发展知识交流。
arXiv:2606.30943v1 Announce Type: new Abstract: Russian and Arabic are among the major languages of scientific communication. Language barriers impede…
一份面向自学者的伊拉克阿拉伯语实用指南，从零基础到日常交流的清晰路径。
Article URL: https://medium.com/@xavierbisits/how-to-learn-iraqi-arabic-bd468eff29e5 Comments URL: https://news.ycombinator.com/item?id=48606040 Point…
测试大模型能否辨识阿拉伯语与希伯来语中形似义异的同源词，揭示多语言语义理解短板。
arXiv:2606.13218v1 Announce Type: new Abstract: Arabic and Hebrew, as closely related Semitic languages, share a substantial lexicon of true cognates,…
首个亚1B阿拉伯语专用开源模型，通过词汇注入实现边缘设备高效部署，填补小规模语言模型空白。
arXiv:2605.28827v1 Announce Type: cross Abstract: Open Arabic large language models split into two classes: sub-1B multilingual models that treat Arab…
首个关注阿拉伯语社会凝聚力与冲突平衡的数据集，不同于传统毒性检测。
arXiv:2605.22447v1 Announce Type: new Abstract: The study of online discourse has become central to understanding societal polarization. While much re…
阿拉伯语金融情感分析新突破：用大模型解析沙特股市舆论风向，为跨语言NLP提供实证。
arXiv:2605.19714v1 Announce Type: new Abstract: Investor sentiment shapes financial markets, yet modeling sentiment in Arabic financial contexts remai…
首个阿拉伯语真实口语交互数据集，专为研究LLM语音助手中ASR错误影响而构建，填补领域空白。
arXiv:2605.16364v1 Announce Type: cross Abstract: Large Language Models (LLMs) voice assistants are commonly built as cascaded Automatic Speech recogn…
关注LLM幻觉？HalluScore填补阿拉伯语基准空白，专测大语言模型问答中的幻觉问题。
arXiv:2605.17007v1 Announce Type: new Abstract: Large language models (LLMs) have achieved remarkable progress in natural language generation, but rem…