Annif models
Collection
Annif models for text classification and subject indexing. FintoAI prefixed models are in use at Finto AI: https://ai.finto.fi
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6 items
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Updated
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3
Annif-LLMs4Subjects-data
Models trained for participating to SemEval25 Task 5 - LLMs4Subjects with Annif.
Please see our system description preprint:
Suominen, O., Inkinen, J., & Lehtinen, M. (2025). Annif at SemEval-2025 Task 5: Traditional XMTC augmented by LLMs. https://arxiv.org/abs/2504.19675 (Pre-print)
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 (Pre-print)
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
Projects
Project ID Project Name Vocabulary ID Language
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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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