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Do LLMs Adapt to Socioeconomic Language Variation? (#VarDial) LLMs only weakly adapt to SES differences—and often default to higher-SES styles, sometimes producing caricatures. 🗓 Sun, Mar 29 📍 Poster Hall
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Interested in developing LLMs that work for dialectal Arabic? Introducing the AMIYA shared task: Arabic Modeling In Your Accent, just accepted to VarDial 2026. Please consider submitting and joining us in Morocco if you do! sites.google.com/view/vardia…
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MaiNLP works on dialects presented this week at COLING #NLProc 🥳 - A new cross-dialect IR benchmark (presented Wed, first session) - testing PIXEL models on non-standard languages (Thu first session) - Multi-dialectal Bavarian slot and intent detection and our participation in the Norwegian dialect shared task (VarDial) see more in the 🧵
Replying to @CisLmu
📝Evaluating Pixel Language Models on Non-Standardized Languages 🔎We trained a German PIXEL model -- which performs strongly on dialect data 👥Alberto Muñoz-Ortiz, Verena Blaschke, @barbara_plank 🔗arxiv.org/abs/2412.09084 📁Main - Short
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20 Jun 2024
Posters and presentations by our lab at VarDial. #NAACL2024
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19 Jun 2024
Find us at VarDial 2024 @naaclmeeting tomorrow (June 20) at 9:00 AM. #NAACL2024
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2 May 2024
Thrilled to share our latest work "What Drives Performance in Multilingual Language Models?" by Sina Bagheri Nezhad(@SinaB) & Ameeta Agrawal, accepted by VarDial @NAACL! #NAACL2024 #NLP
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Excited that our CLASSLA resources for BCS languages were used for such a great cause 👏 Our CLASSLA team is already thrilled to be able to add YugoGPT to the model evaluations on the South Slavic DIALECT-COPA task at VarDial😁Join us or follow along: sites.google.com/view/vardia…
Happy to announce that I'm open-sourcing YugoGPT-base LLM - the best 7 billion parameter LLM for BCS (Serbian, Bosnian, and Croatian) languages! I hope that this contribution of mine will play its part in kicking off the local LLM ecosystem! You can find the model on HuggingFace: huggingface.co/gordicaleksa/… If you want to quickly get started with even more powerful models you can use RunaAI's API dev platform here: dev.runaai.com/ AI is the future and the latest paradigm shift in the arc of technological progress. Countries that fall behind in the AI race are putting their economies, national security, culture & language at risk. It's therefor of utmost importance that every country has a powerful regional LLM tailored to their language(s). The approach that big tech companies are taking is basically treating most of the world's languages as an afterthought - which is fine for them as it helps them reap some of the profits but not for companies and governments that actually use those languages in production ready systems. I want to build very powerful regional LLMs and this is just the first step. A big thank you to all of the project sponsors (listed in the README), and Nikola Ljubešić (@nljubesic), CLARINSI, and CLASSLA for help with BCS data!
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Join us in two EACL workshops, MOOMIN (moomin-workshop.github.io/) and UncertaiNLP (uncertainlp.github.io/), and VarDial@NAACL!
21 Oct 2023
ACL org announcement: 📢The list of accepted workshops in the ACL Conferences (@aclmeeting, @eaclmeeting, @naaclmeeting, @emnlpmeeting) in 2024 is out! Please help spread the word. Retweeting w/ references, esp. w/organisers information is very much appreciated - thanks! #NLProc
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21 Oct 2023
#NAACL2024 @naaclmeeting (4) 8th Workshop on Online Abuse and Harms (WOAH 2024) (5) VarDial 2024: 11th Workshop on NLP for Similar Languages, Varieties and Dialects (6) SemEval-2024 (7) 44th Workshop on Figurative Language Processing #NLProc
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Had such a fun time at EACL and VarDial!
Adieu all! 🥹 #eacl2023
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4 May 2023
Hey people, if you're attending the #Vardial workshop at #EACL2023, my student @GaaloCastillo will present his cool work on zero-shot cross Spanish dialects hate-speech detection tomorrow at 11h. paper is here (joint work with @ArijRiabi and I) aclanthology.org/2023.vardia…

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Visiting the @eaclmeeting #eacl2023 conference in Dubrovnik these days 🙂☀️ We will be presenting our work on South Slavic and English language variety identification from the #MaCoCu project at the #VarDial worshop. Hope to see you there on Friday!
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By @aarsri21 at VarDial: zero-shot adaptation of language models to German and Italian dialects arxiv.org/abs/2303.17683

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Two-stage Pipeline for Multilingual Dialect Detection arxiv.org/abs/2303.03487v1 方言の識別は、さまざまな大規模言語モデルをローカライズするための重要なタスクです。このホワイト ペーパーでは、VarDial 2023 共有タスクへのアプローチについて概説します。ここでは、それぞれ 3 つ

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En el mundial gano Ecuador a Paises Bajos. en el VARdial, Ecuador y Paises Bajos empataron
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Very nice to be at the workshop "Corpus-based and computational approaches to linguistic variation" @helsinkiuni Thanks for the opportunity to exchange on the topic and for the invitation as a keynote speaker! blogs.helsinki.fi/yvesscherr… #VarDial

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The vardial workshops had some langid shared tasks for closely related languages like moldavian/romanian. PS: I'll see you each at ACL qnd LREC respectively inshallah
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