📢 PolEval 2025 Challenge Has Begun!

We are pleased to announce the launch of the 8th edition of the PolEval
competition – an annual evaluation campaign for natural language processing
(NLP) tools for Polish.

PolEval aims to improve the quality of existing solutions, test new
algorithms, and promote linguistic engineering and AI research for the
Polish language. Participants are invited to submit their NLP systems to
compete in several shared tasks using standardized datasets and evaluation
procedures.
🧩 PolEval 2025 Tasks

This year’s edition includes the following tasks:

   -

   ŚMIGIEL – Spotting Machine-Generated Text from Language Models for Polish

   <https://poleval.pl/tasks/task1>
   -

   Gender-Inclusive LLMs for Polish

   <https://poleval.pl/tasks/task2>
   -

   Polish Language Document Layout Detection

   <https://poleval.pl/tasks/task3>
   -

   Polish Speech Emotion Recognition Challenge

   <https://poleval.pl/tasks/task4>

📅 Important Dates

   -

   Submissions are now open!
   The deadline for submitting systems is November 10th, 2025.

🏆 Awards and Opportunities

Winners of individual tasks will receive awards, and all participants will
be invited to:

   -

   Present their solutions during Data Science Summit 2025
   <https://main.dssconf.pl/>, and

   -

   Publish their results in a dedicated PolEval 2025 proceedings volume.


🔗 More Information

   -

   Official website: http://poleval.pl/

   -

   Submission platform: https://poleval.amueval.pl/


We kindly invite all researchers, students, and enthusiasts of linguistic
engineering to take part and spread the word about PolEval 2025 among
potential participants. International participants are welcome, as all the
information about the challenge is provided in English.
With best regards,
Łukasz Kobyliński, Maciej Ogrodniczuk, and the Task Organizers
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