sofuslad commited on
Commit
49c5c56
·
verified ·
1 Parent(s): 6a69cb1

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +8 -1
README.md CHANGED
@@ -28,5 +28,12 @@ It was created as a part of the research project "Run Away: Coercion and Autonom
28
  Starting with the ENO dataset, we created a binary classifier model to isolate the labour advertisements from the rest of the material. This model found 241.000
29
  advertisements, but the original text segmentation from the ENO dataset was geared more toward "text between rubrices" rather than individual advertisements. Therefore, we
30
  created a bespoke RegEx-based tokenizer to segment the positively identified texts into individual labour advertisements. This process resulted in around 344.000 advertisements.
31
- We then created two other classification models to identify the intended sex of the employee and whether an advertisement belonged to the supply-side or the demand-side.
 
 
 
 
 
 
 
32
 
 
28
  Starting with the ENO dataset, we created a binary classifier model to isolate the labour advertisements from the rest of the material. This model found 241.000
29
  advertisements, but the original text segmentation from the ENO dataset was geared more toward "text between rubrices" rather than individual advertisements. Therefore, we
30
  created a bespoke RegEx-based tokenizer to segment the positively identified texts into individual labour advertisements. This process resulted in around 344.000 advertisements.
31
+ We then created two other classification models to identify the intended sex of the employee and whether an advertisement belonged to the supply-side or the demand-side,
32
+ enriching the dataset with two analytical categories.
33
+
34
+ ## Models used for identification and categorization
35
+
36
+ 1. Labour advertisement identifier: https://huggingface.co/JohanHeinsen/Labour_advertisement_identifier
37
+ 2. Gender model: https://huggingface.co/JohanHeinsen/Labour_ads_gender
38
+ 3. Demand model: https://huggingface.co/JohanHeinsen/Labour_ads_demand
39