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sbx-swe-emotion_sentence-transformers-kblab_emotional_classification

Analyscitering Information

Språkbanken Text (2025). sbx-swe-emotion_sentence-transformers-kblab_emotional_classification (uppdaterad: 2025-10-17). [Analysis]. Språkbanken Text. https://doi.org/10.23695/bn3b-ht45
BibTeX Ytterligare sätt att citera datamängden.
Känsloanalys på meningsnivå mha KBLab/emotional-classification

Känsloanalys på meningsnivå med hjälp av transformers och KBLab/emotional-classification.

Exempel

This analysis is used with Sparv. Check out Sparv's quick start guide to get started!

To use this analysis, add the following line under export.annotations in the Sparv corpus configuration file:

- <sentence>:sbx_emotions_kb_emoclass.sentence-emotion--kb-emoclass  # Emotional analysis of sentence with KBLab/emotional-classification

You also need to install the following plugin: sbx_emotions_kb_emoclass.

For general information on how to install plugins, see here.

For more info on how to use Sparv, check out the Sparv documentation.

Example output:

<sentence sentence-emotion--kb-emoclass="SADNESS/DISAPPOINTMENT">
<token pos="PN">Jag</token>
<token pos="VB">är</token>
<token pos="PC">förvånad</token>
<token pos="MID">,</token>
<token pos="PC">chockad</token>
<token pos="KN">och</token>
<token pos="PC">bestört</token>
<token pos="PP">över</token>
<token pos="PN">det</token>
<token pos="AB">här</token>
<token pos="MID">,</token>
<token pos="VB">säger</token>
<token pos="PM">Anders</token>
<token pos="PM">Persson</token>
<token pos="PP">till</token>
<token pos="PM">SVT</token>
<token pos="PM">Nyheter</token>
<token pos="PM">Småland</token>
<token pos="MAD">.</token>
</sentence>

Typ

  • Analys

Uppgift

  • emotional analysis

Enhet

  • mening

Beroenden

Externa verktyg

transformers
Apache-2.0 license

Modeller

KBLab/emotional-classification
This is a [SetFit](https://github.com/huggingface/setfit) model that can be used for classification of emotions in Swedish text. The model supports seven basic emotions.
Apache-2.0 license

Nyckelord

  • transformers
  • kb-lab

Skapad

2025-10-17

Uppdaterad

2025-10-17

Kontakt

sb-info@svenska.gu.se