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<p><font
face="Arial"><span
style="font-weight: 400;">Dear all,</span></font></p>
<p><font
face="Arial"><span
style="font-weight: 400;">Are you wondering which large language model
performs the
best on South
Slavic
languages and
dialects? Or
what is the
performance of
models for
sentiment,
topic, genre
classification
and
commonsense
reasoning
tasks,
especially
compared to
previous
state-of-the-art
models that
have been
especially
trained on
these tasks?<br>
<br>
At CLASSLA and
CLARIN.SI, we
have now set
up an
interactive
dashboard that
allows you to
search through
the results of
our evaluation
of large
language
models on
various tasks.
The models are
evaluated on
carefully
manually-annotated
datasets most
of which we
developed in
various
previous
projects. You
are warmly
invited to
visit the
dashboard
here: <a
class="moz-txt-link-freetext"
href="https://www.clarin.si/classla-llm-dashboard/"
moz-do-not-send="true">https://www.clarin.si/classla-llm-dashboard/</a><br>
<br>
For more
details:<br>
- Read the
paper on the
benchmarking
experiments
and results
"State of the
Art in Text
Classification
for South
Slavic
Languages:
Fine-Tuning or
Prompting?"
(Taja Kuzman
Pungeršek,
Peter Rupnik,
Ivan Porupski,
Vuk Dinić,
Nikola
Ljubešić,
2025): <a
class="moz-txt-link-freetext" href="https://arxiv.org/abs/2511.07989"
moz-do-not-send="true">https://arxiv.org/abs/2511.07989</a><br>
- Consult the
code for the
experiments
published on
GitHub:
<a
class="moz-txt-link-freetext"
href="https://github.com/TajaKuzman/Benchmarking-Text-Classification-on-South-Slavic/"
moz-do-not-send="true">https://github.com/TajaKuzman/Benchmarking-Text-Classification-on-South-Slavic/</a></span></font></p>
<b
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</span></b> <br>
<font
face="Arial">Best
wishes,<br>
</font>
<p><font
face="Arial"><span
style="font-weight: 400;">Taja, Nikola, and many other CLASSLAers</span></font></p>
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