UNLP 2026

Interested in RAG for Ukrainian? Join the UNLP 2026 Shared Task🔥 UNLP 2026 organizes a Shared Task on Multi-Domain Document Understanding. We challenge you to build a solution that, based on a set of documents, can: 👉 Provide answers to a list of multiple-choice questions 👉 Indicate the source document containing the answer We encourage you to use LLMs specifically trained to work with the Ukrainian language, like LapaLLM and MamayLM. Find all the details on our GitHub. Teams wishing to participate should register by filling in this form by February 21, 2026.

Ukrainian Catholic University is hosting UNLP 2026 in Lviv! 🇺🇦 UNLP 2026 will be held in a hybrid format, with both virtual participation and an in-person meeting in a secure underground auditorium on the UCU campus on May 29–30, 2026. We sincerely thank UCU, and the Applied Sciences Faculty in particular, for their continued support and dedication to the Ukrainian NLP community! ❤️ Stay tuned for updates and visit our website for more info!

LapaLLM and MamayLM — advanced LLMs trained for Ukrainian 🇺🇦 UNLP recommends: When building AI for Ukrainian, choose models that capture both the language and the culture behind it! 🔥 Why use Ukrainian-centric LLMs? Both LapaLLM and MamayLM offer: 👉Cost-efficiency 👉Cultural and linguistic alignment 👉Strong performance across a broad range of tasks Haven’t tested the models yet? Check out our call for papers for inspiration 😉 Learn more about the models: 👉LapaLLM 👉MamayLM

🇺🇦 One shared task. Three domains. The shared task data comes from places where “close enough” isn’t enough: ⚽ 1st domain — where rules decide outcomes 💊 2nd domain — where the smallest error can cost you life 🤫 3rd domain? secret for now! Intrigued? Learn more on our GitHub. Convinced? Fill in this form to join the shared task by February 21, 2026 😉

Happy holidays from UNLP! 🌟🎄 May your models converge, your data be clean, and your compute never run out! ☺️ Wishing you three Accepts from the UNLP reviewers! ✅🤞 Take care and enjoy some well-deserved rest ♥️

📢 Second Call for Papers – Now Open! UNLP 2026 awaits your papers presenting original research on corpus creation, LLMs, speech & OCR, educational tools, cross-lingual transfer, and much more – anything applicable to the Ukrainian or Crimean Tatar languages. 📌 Paper submission deadline: March 8, 2026 👉 Learn more about all tracks and how to submit: https://unlp.org.ua/call-for-papers/ 👉 Join our Shared Task on Multi-Domain Document Understanding by filling out the registration form by February 21 👉 Follow us on social media: X, Facebook, LinkedIn

UNLP 2026 Shared Task is live🎉 We sincerely apologize for the delay in launching the competition. The winter in Ukraine was incredibly challenging, but we're excited to announce that the UNLP 2026 Shared Task has been launched on Kaggle! Invitation links have been sent to all registered team leaders via email. If you're a team leader and haven't received the link, please check your spam folder or reach out to us. If you still want to register your team, fill out the form! Updated timeline: 👉March 30 (11:58 PM GMT +02:00), 2026 — Final submission of system responses 👉April 2, 2026 — Results announced 👉April 8, 2026 — Shared Task paper due (optional) Thank you for your patience and understanding. Let's get competing! 💪 If you have any questions, feel free to ask here or send us an email. We wish you the best of luck 🍀 More details at https://unlp.org.ua/shared-task/.

Are you writing a paper for UNLP?🤓 👉Use Grammarly Pro to polish your text! Fill in this form to request it. 📌 And just a reminder, the paper submission deadline is March 16, 2026 (11:59 PM UTC-12). We are looking forward to your submissions! 🙌

Gratitude post 🩷 While many of you are putting the final touches on your solutions for the Shared Task, we would like to express our sincere gratitude to Preply for the financial support in creating the dataset. We thank the Preply team for helping make this initiative possible 🩷 We’re excited to see the results and the ideas that come out of it!

UNLP 2026 Shared Task on Multi-Domain Document Understanding is оfficially сlosed! 🎉 The winner is Team GA, achieving an outstanding score of 0.95 on the private test set!🏆 Congratulations to all participants! See the full leaderboard in the image above and stay tuned for the detailed Shared Task report at UNLP 2026: https://unlp.org.ua/ Competition Stats: ✅ 54 teams registered ✅ 15 teams actively participated ✅ 513 total submissions made 📄 Reminder: Shared Task paper deadline is April 8, 2026. All participants are welcome to submit papers describing their approaches. Thank you to everyone who participated and contributed to advancing Ukrainian NLP! 🇺🇦

The UNLP 2026 program is out – registration is now open! 🚀 This year’s conference features two days packed with research talks, keynotes, shared task presentations, and discussions about Ukrainian NLP 🇺🇦 UNLP 2026 includes sessions on: 👉Translation & Evaluation 👉Core NLP & Linguistic Resources 👉Language Proficiency & Paraphrasing 👉Speech, Multimodality & OCR 👉Applications, Systems & Tools 👉Shared Task: Multi-Domain Document Understanding The program also features keynote talks and a panel discussion — we’ll be sharing more details soon ❤️ UNLP 2026 will take place on May 29–30, 2026 in a hybrid format, with both online participation and an in-person meeting at Ukrainian Catholic University in Lviv. 👉 Explore the full program: https://unlp.org.ua/program/ 👉 Register here: https://bit.ly/4uyv9vY