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LLM Agents in Law: Taxonomy, Applications, and Challenges Large language models (LLMs) have precipitated a dramatic improvement in the legal domain, yet the deployment of standalone models faces significant limitations regarding hallucination, outdated infor...

Thrilled to share that our survey paper "LLM Agents in Law: Taxonomy, Applications, and Challenges" has been accepted to ACL 2026 Main Conference! πŸŽ‰

πŸ“„ Paper: arxiv.org/abs/2601.06216

#ACL2026 #NLP #LLM #Agents #LegalAI #LegalTech #ArtificialIntelligence

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Excited to share that two of my long papers are accepted to @aclmeeting.bsky.social ! πŸŽ‰
1. Who Gets Which Message? Auditing Demographic Bias in LLM-Generated Targeted Text
2. Reasoning-Based Refinement of Unsupervised Text Clusters with LLMs
#ACL2026 #NLProc #LLMs #ACL26 @purduecs.bsky.social

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Happy to share two of our papers made it to the #ACL2026 Main Conference!

Thanks to all the coauthors -- it has been a rough ride but Slovak NLP will have some interesting work presented at ACL after all

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C3NLP @ ACL 2026

We’re extending our direct submission deadline to March 27, 2026!

Workshop details: c3nlp.github.io

#NLProc #CulturalNLP #ACL2026

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In the LLM era, author responses seem much longer, with more arguments and justification. I felt this in my own pool. Are meta-reviews drifting toward weighing extended defenses and vague complaints about reviewers instead of the technical core?

#ACL2026 #NLProc

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ACL 2026 SRW
Direct Submsision Deadline: March 18, 2026 (AoE)

The image depicts a beautiful sunrise over San Diego.

ACL 2026 SRW Direct Submsision Deadline: March 18, 2026 (AoE) The image depicts a beautiful sunrise over San Diego.

πŸ“£ ACL 2026 SRW Direct Submissions are open!

πŸ—“οΈ Deadline: March 18, 2026 (AoE)

Submit your work via OpenReview: openreview.net/group?id=acl...

We can’t wait to see your contributionsβ€”good luck! πŸ’ͺ✨

#ACL2026 #SRW #NLProc

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CoNLL 2026 | CoNLL

πŸ’‘Keynotes at CoNLL 2026 πŸ’‘

πŸ“•Adele Goldberg
πŸ“•Michael C. Frank

a great match for this year’s focus on learning, usage, and cognition.

πŸ“’ San Diego | July 3–4, 2026 (ACL co-located)

πŸ‘‰ Submit by Feb 19 (AoE)

CFP: www.conll.org

#CoNLL2026 #ACL2026 #NLProc

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The *SEM 2026 deadline is in 4 days! If you missed the #ACL2026NLP deadline, you can still submit to *SEM 2026 (co-located with #ACL2026 #NLProc.
See links below πŸ‘‡
(Many thanks to our publicity chair @hsuvas.bsky.social!)

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JDT hampiri slot separuh akhir ACC Kemenangan tersebut membolehkan skuad Harimau Selatan memintas kelab Vietnam, Nam Dinh untuk berada di posisi teratas Kumpulan B.

JDT hampir pasti ke separuh akhir ACL 2026! Persembahan cemerlang mereka membawa harapan tinggi buat peminat. Semoga terus berjaya & buat Malaysia bangga! #JDT #ACL2026

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The 5th Generation, Evaluation, and Metrics (GEM) Workshop will be at #ACL2026!

Call for papers is out. Topics include:
🐟 LMs as evaluators
🐠 Living benchmarks
🍣 Eval with humans
and more

New for 2026: Opinion & Statement Papers!

Full CFP: gem-workshop.com/call-for-pap...

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Reminder that we have an alt-ARR slack workspace where ACs and SACs can support each other through the sometimes confusing process of the ARR cycle! Post or DM me a good email address for a Slack invitation and I will add you. #ACL2026

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Reviewing of applications will begin on Monday, Jan 19. #FAccT #FAccT2025 #CHI2025 #ACL2025 #ICML2025 #NeurIPS2025 #FAccT2026 #CHI2026 #ACL2026 #ICML2026 #NeurIPS2026

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⏳ Tick. Tock. The clock is ticking for ACL 2026 SRW Pre-Submission Mentorship ⏰

πŸŽ“ Get mentor feedback before final submission.

πŸ—“ Deadline: Feb 4, 2026 (AoE)

πŸ”— openreview.net/group?id=acl...

#ACLSRW2026 #ACL2026 #NLProc #StudentResearch

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πŸŽ‰ We’re excited to announce the ACL 2026 Student Research Workshop (SRW) website is live!

🌐 acl2026-srw.github.io

brings together students across NLP to present research, receive mentorship, and engage with the global research community.

🧡 Key details ⬇️

#ACL2026 #NLProc

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If you missed the #ACL2026 #NLP deadline, you can still submit to *SEM2026 @starsem.bsky.social (co-located with @aclmeeting.bsky.social in San Diego).
πŸ“… Submission deadline: 13 February.
- Links to CFP, blogpost & FAQs, and Programme Committee self-nomination form below πŸ‘‡1/2

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The 1st CFP for *SEM2026 is out (co-located with #ACL2026 #NLP)!
-CFP starsem2026.github.io/calls/
-Blogpost on what's new & FAQs (by PCs [Saif M. Mohammad and me]) starsem2026.github.io/blog/
-Please fill out this form if you would like to serve as a reviewer or AC: forms.gle/9V4FaP5HqNJb...

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It's a wrap on EvalEval in San Diego! A jam packed day of learning, making new friends, critically examining the field of evals, and walking away with renewed energy and new collaborations!

We have a lot of announcements coming, but first: EvalEval will be back for #ACL2026!

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Neat year #NLP conferences:
πŸ“ #EACL2026: 24–29 March πŸ‡²πŸ‡¦ Rabat (ARR deadline: 6 Oct)
πŸ“ #LREC2026: 11–16 May πŸ‡ͺπŸ‡Έ Palma de Mallorca (deadline: 17 Oct)
πŸ“ #ACL2026: 2–7 July πŸ‡ΊπŸ‡Έ San Diego (ARR deadline: 6 Jan)
πŸ“ #COLING2027: 9–14 May 2027 πŸ‡²πŸ‡΄ Macao

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