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sbx-swe-emotion_sentence-transformers-kblab_emotional_classification

Analyscitering Information

KB-Labb (2025). sbx-swe-emotion_sentence-transformers-kblab_emotional_classification (uppdaterad: 2025-10-24). [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.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 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

  • emotionell analys

Enhet

  • mening

Beroenden

Externa verktyg

transformers
Apache-2.0

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

Nyckelord

  • transformers
  • kb-lab

Skapad av

  • KB-Labb

Skapad

2025-10-17

Uppdaterad

2025-10-24

Kontakt

sb-info@svenska.gu.se