How can we extend the capabilities of English LLMs to other languages? Sharing a survey that I did recently of the literature in this area: anoopkunchukuttan.gitlab.io/publications/p…

𝐌𝐮𝐥𝐭𝐢𝐥𝐢𝐧𝐠𝐮𝐚𝐥 𝐋𝐋𝐌𝐬 𝐒𝐮𝐫𝐯𝐞𝐲 Multilingual large language models possess the advantage of comprehensively handling multiple languages. This survey paper presents the recent progress as well as emerging trends in multilingual large language models (MLLMs). The

BREAKING 🔥🤯 Google releases model with new Griffin architecture that outperforms transformers. Across multiple sizes, Griffin out performs the benchmark scores of transformers baseline in controlled tests in both the MMLU score across different parameter sizes as well as the

「継続的な研究費獲得のための考え方」のスライドです．もっと研究費とれている方が書いた方が良いと思いますが... speakerdeck.com/moda0/ji-sok-d…

Very excited to give a keynote at ICLR'24. The slides are available here keg.cs.tsinghua.edu.cn/jietang/public… Hope it useful.

指導に関わっていた毛卓遠さんが今年のAAMT長尾賞 学生奨励賞の受賞者に選出されました！昨年の趙宇婷さんから続き2年連続の受賞になります。めでたい！ aamt.info/news/nagao-stu…

#JSAI2024 で「大規模言語モデルの開発」と題し、チュートリアル講演を行いました。事前学習、インストラクションチューニング、アライメント、評価の４部構成で、最近の研究動向や知見を紹介しました。 speakerdeck.com/chokkan/jsai20…

Muhao, Chaowei, Huan, Leon, Anima and I are presenting a tutorial on Combating Security and Privacy Issues in the Era of Large Language Models at #NAACL2024 in room Don Alberto 4. luka-group.github.io/tutorials/tuto… 🌴Muhao Chen🌴 Chaowei Xiao Huan Sun (OSU) Leon Derczynski ✍🏻 🌞🏠🌲 Prof. Anima Anandkumar

If you haven't been invited to review for ARR 2024 June but are interested in helping us, please fill out this form by June 19: forms.office.com/pages/response…

If you are not yet in the ARR reviewer/AC pool and would be interested in serving as an area chair for ARR 2024 June, please fill out this form by June 20: forms.office.com/pages/response…

自前でモデル作らない段階でのあるあるが色々と散りばめられており、途中で何度か笑ってしまいました。生成AI応用に取り組んでる人が半年に一回くらい読むと良さそうな記事でした✨ | [翻訳]LLMで1年間開発して学んだこと〜LLMプロダクト開発を成功に導くための実践的ガイド〜 zenn.dev/seya/articles/…

🎉Great news! Our paper “Speech Translation with Speech Foundation Models and Large Language Models: What is There and What is Missing?” got the outstanding paper & area chair's awards!!! 👏 👇arxiv.org/pdf/2402.12025 #NLProc #ACL2024NLP

Foundations of LLMs This amazing new LLM book just dropped on arXiv. 200+ pages! It covers areas such as pre-training, prompting, and alignment methods. It looks like a great intro to LLMs for devs and researchers.

Okay so this is so far the most important paper in AI of the year

Google citationがちょうど3000になりました。 scholar.google.co.jp/citations?user…

the best researchers from Meta, Yale, Stanford, Google DeepMind, and Microsoft laid out all we know about Agents in a 264-page paper [book], here are some of their key findings:

OpenAI literally dropped a 32-page masterclass on building AI agents

BREAKING: Apple just proved AI "reasoning" models like Claude, DeepSeek-R1, and o3-mini don't actually reason at all. They just memorize patterns really well. Here's what Apple discovered: (hint: we're not as close to AGI as the hype suggests)

本日付で、「特定」がなくなり、普通の准教授になりました。