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---
language:
- en
- de
pipeline_tag: text-classification
tags:
- annif
license: cc0-1.0
---
# Annif-LLMs4Subjects-data
Models trained for participating to [SemEval25 Task 5 - LLMs4Subjects](https://sites.google.com/view/llms4subjects/)
with [Annif](https://github.com/NatLibFi/Annif).
Please see our system description paper:
_Suominen, O., Inkinen, J., & Lehtinen, M. (2025). Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs._ https://arxiv.org/abs/2504.19675
See also the task description preprint:
_D'Souza, J., Sadruddin, S., Israel, H., Begoin, M. & Slawig, D. (2025). SemEval-2025 Task 5: LLMs4Subjects -- LLM-based Automated Subject Tagging for a National Technical Library's Open-Access Catalog_ https://arxiv.org/abs/2504.07199
## Usage
Use the `annif download` command to download selected projects with Annif;
for example, to download all projects in this repository run
annif download "*" NatLibFi/Annif-LLMs4Subjects-data
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## Projects
```
Project ID Project Name Vocabulary ID Language
------------------------------------------------------------------------------------------
gnd-all-bm-ensemble-de GND-all BM ensemble German gnd-all de
gnd-all-bm-ensemble-en GND-all BM ensemble English gnd-all en
gnd-all-bmx-ensemble-de GND-all BMX ensemble German gnd-all de
gnd-all-bmx-ensemble-en GND-all BMX ensemble English gnd-all en
gnd-all-bonsai-de GND-all Omikuji Bonsai German gnd-all de
gnd-all-bonsai-en GND-all Omikuji Bonsai English gnd-all en
gnd-all-mllm-de GND-all MLLM German gnd-all de
gnd-all-mllm-en GND-all MLLM English gnd-all en
gnd-all-nn_ensemble-de GND-all NN ensemble German gnd-all de
gnd-all-nn_ensemble-en GND-all NN ensemble English gnd-all en
gnd-all-xtransformer-de GND-all XTransformer German gnd-all de
gnd-all-xtransformer-en GND-all XTransformer English gnd-all en
gnd-tib-core-bm-ensemble-de GND-tib-core BM ensemble German gnd-tib-core de
gnd-tib-core-bm-ensemble-en GND-tib-core BM ensemble English gnd-tib-core en
gnd-tib-core-bmx-ensemble-de GND-tib-core BMX ensemble German gnd-tib-core de
gnd-tib-core-bmx-ensemble-en GND-tib-core BMX ensemble English gnd-tib-core en
gnd-tib-core-bonsai-de GND-tib-core Omikuji Bonsai German gnd-tib-core de
gnd-tib-core-bonsai-en GND-tib-core Omikuji Bonsai English gnd-tib-core en
gnd-tib-core-mllm-de GND-tib-core MLLM German gnd-tib-core de
gnd-tib-core-mllm-en GND-tib-core MLLM English gnd-tib-core en
gnd-tib-core-nn_ensemble-de GND-tib-core NN ensemble German gnd-tib-core de
gnd-tib-core-nn_ensemble-en GND-tib-core NN ensemble English gnd-tib-core en
gnd-tib-core-xtransformer-de GND-tib-core XTransformer German gnd-tib-core de
gnd-tib-core-xtransformer-en GND-tib-core XTransformer English gnd-tib-core en
```
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