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#ACL

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Continued thread

Stopping in the #LLMSEC track of #ACL, and wondering how much rainbow tables attacks are doable in the context of homomorphic encryption in the medical diagnosis context. Realistically there are not that much separate diagnostic criteria to have been described in literature and memorized and they can be enumerated efficiently on modern hardware (cf Apple Drop in China based on numbers hash), effectively de-anonymizing the topic.

5/🧵

wacoca.com/news/2598443/ 【公式】明治安田Jリーグワールドチャレンジ2025 presented by 日本財団 Jリーグでは初事例となるレフェリーカメラを試験導入:Jリーグ公式サイト(J.LEAGUE.jp) #ACL #FUJIFILMSUPERCUP #JAwards #J1 #J1クラブ #J1昇格プレーオフ #J2 #J2クラブ #J3 #J3クラブ #JapanNews #Jユースカップ #Jリーグアウォーズ #Jリーグ公式サイト #Jリーグ日程 #Jリーグ結果 #Jリーグ速報 #Jリーグ順位 #ルヴァンカップ

The risk of knee osteoarthritis is 4 times higher after ACL injury compared to before.

🚨 Tore your ACL or meniscus?
A meta-analysis of 1M+ people found a 4–6x higher risk of developing knee osteoarthritis after injury.
Even in young adults.
🦵 Prevention and proper rehab matter more than ever.
📄 Paulsen et al. (2019)
🔗 bjsm.bmj.com/content/bjsports/#KneeOA #ACL #Meniscus #SportsMed #Osteoarthritis #Rehab #Physio #EvidenceBased

"Beyond Text: Characterizing Domain Expert Needs in Document Research"

Great paper presented at ACL conference that explains how experts approach evaluating how worthwhile a research paper is & how they consider many things that are outside the scope of what LLMs and RAG can consider in search. "Our participants frequently looked beyond what was written in text to how and why it was written, treating documents more as traces of social processes..."

aclanthology.org/2025.findings

First page of paper PDF.
ACL AnthologyBeyond Text: Characterizing Domain Expert Needs in Document ResearchSireesh Gururaja, Nupoor Gandhi, Jeremiah Milbauer, Emma Strubell. Findings of the Association for Computational Linguistics: ACL 2025. 2025.