j-hartmann
/
emotion-english-distilroberta-base
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

Update README.md

This commit is contained in:
Hartmann 2021-06-21 06:15:21 +00:00 committed by huggingface-web
parent e06f86e356
commit 040cd5d556
1 changed files with 3 additions and 3 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

6
README.md
View File

@ -24,7 +24,7 @@ With this model, you can classify emotions in English text data. The model was t
6) sadness 6) sadness
7) surprise 7) surprise
The model is a fine-tuned checkpoint of DistilRoBERTa-base. The model is a fine-tuned checkpoint of DistilRoBERTa-base. The emotions reflect Ekman's 6 universal emotions, plus a neutral class.
## Application ## Application
@ -44,7 +44,7 @@ Thanks to Samuel Domdey and chrsiebert for their support in making this model av
## Appendix ## Appendix
Please find an overview of the datasets used for training below. The table summarizes which emotions are available in each of the datasets. Please find an overview of the datasets used for training below. All datasets contain English text. The table summarizes which emotions are available in each of the datasets.
|Name|anger|disgust|fear|joy|neutral|sadness|surprise| |Name|anger|disgust|fear|joy|neutral|sadness|surprise|
|---|---|---|---|---|---|---|---| |---|---|---|---|---|---|---|---|
@ -53,4 +53,4 @@ Please find an overview of the datasets used for training below. The table summa
|GoEmotions, Demszky et al. (2020)|Yes|Yes|Yes|Yes|Yes|Yes|Yes| |GoEmotions, Demszky et al. (2020)|Yes|Yes|Yes|Yes|Yes|Yes|Yes|
|ISEAR, Vikash (2018)|Yes|Yes|Yes|Yes|-|Yes|-| |ISEAR, Vikash (2018)|Yes|Yes|Yes|Yes|-|Yes|-|
|MELD, Poria et al. (2019)|Yes|Yes|Yes|Yes|Yes|Yes|Yes| |MELD, Poria et al. (2019)|Yes|Yes|Yes|Yes|Yes|Yes|Yes|
|SemEval-18|Yes|-|Yes|Yes|-|Yes|-| |SemEval-2018, EI-reg (Mohammad et al. 2018) |Yes|-|Yes|Yes|-|Yes|-|