asawczyn commited on
Commit
95c9aeb
1 Parent(s): 81f2a8a

add stats to README

Browse files
Files changed (1) hide show
  1. README.md +15 -0
README.md CHANGED
@@ -27,6 +27,21 @@ Our dataset treats ''unfair contractual term'' as the equivalent of an abusive c
27
 
28
  On the EU and at the national such as the Polish levels, agencies cannot check possible agreements by hand. Hence, we took the first step to evaluate the possibility of accelerating this process. We created a dataset and machine learning models to automate potentially abusive clauses detection partially. Consumer protection organizations and agencies can use these resources to make their work more effective and efficient. Moreover, consumers can automatically analyze contracts and understand what they agree upon.
29
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
30
  ## License
31
 
32
  [Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/)
 
27
 
28
  On the EU and at the national such as the Polish levels, agencies cannot check possible agreements by hand. Hence, we took the first step to evaluate the possibility of accelerating this process. We created a dataset and machine learning models to automate potentially abusive clauses detection partially. Consumer protection organizations and agencies can use these resources to make their work more effective and efficient. Moreover, consumers can automatically analyze contracts and understand what they agree upon.
29
 
30
+ ## Data splits
31
+
32
+ | Subset | Cardinality (sentences) |
33
+ | ----------- | ----------------------: |
34
+ | train | 4284 |
35
+ | dev | 1519 |
36
+ | test | 3453 |
37
+
38
+ ## Class distribution
39
+
40
+ | Class | train | dev | test |
41
+ |:--------------------------------|--------:|-------------:|-------:|
42
+ | BEZPIECZNE_POSTANOWIENIE_UMOWNE | 0.5458 | 0.3002 | 0.6756 |
43
+ | KLAUZULA_ABUZYWNA | 0.4542 | 0.6998 | 0.3244 |
44
+
45
  ## License
46
 
47
  [Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0)](https://creativecommons.org/licenses/by-nc-sa/4.0/)