rwillh11 commited on
Commit
2e37c0f
·
verified ·
1 Parent(s): 1955277

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +3 -5
README.md CHANGED
@@ -1,17 +1,15 @@
1
  Model Card for Model ID
2
- This model classifies social group strings into meaningful umbrella groups, based on the mapping developed by Alona Dolinsly, Will Horne and Lena Huber.
3
 
4
  Model Details
5
  Model Description
6
  This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
7
 
8
  Developed by: Will Horne, Alona Dolinsky, Lena Huber
9
- Model type: Fine-Tuned MdeBERTa-V3
10
  Language(s) (NLP): Multi-Lingual, Finetuned in English and German.
11
- Finetuned from mode: MdeBERTa-V3
12
  Uses
13
- Model should be used for mapping social groups extracted from political text or speech to umbrella social groups. The model assumes that group strings can belong to multiple classes.
14
-
15
  Metrics
16
  Balanced Accuracy 0.875
17
  F1 Macro: 0.868
 
1
  Model Card for Model ID
2
+ This model detects whether a sentence contains a mention of a named social group.
3
 
4
  Model Details
5
  Model Description
6
  This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
7
 
8
  Developed by: Will Horne, Alona Dolinsky, Lena Huber
 
9
  Language(s) (NLP): Multi-Lingual, Finetuned in English and German.
10
+ Finetuned from mode: MoritzLaurer/mDeBERTa-v3-base-mnli-xnli
11
  Uses
12
+ Model should be used to detect whether a policy directed towards a social group is contained in a sentence from political speech or text. Specific Hypotheses for NLI and use instructions to be added.
 
13
  Metrics
14
  Balanced Accuracy 0.875
15
  F1 Macro: 0.868