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higopires
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DeB3RTa-base

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deberta-v2
portuguese
financial
bert
deberta
nlp
masked-lm
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@@ -1,5 +1,6 @@
 
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  pt: pt-br
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- license: MIT
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  library_name: transformers
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  tags:
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  - portuguese
@@ -20,49 +21,50 @@ metrics:
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  - recall
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  - pr_auc
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  model-index:
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- name: DeB3RTa-base
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- results:
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- - task:
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- type: text-classification
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- name: Fake News Detection
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- dataset:
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- type: FAKE.BR
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- name: FAKE.BR
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- metrics:
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- - type: f1
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- value: 0.9906
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-
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- - task:
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- type: text-classification
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- name: Sentiment Analysis
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- dataset:
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- type: CAROSIA
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- name: CAROSIA
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- metrics:
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- - type: f1
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- value: 0.9207
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-
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- - task:
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- type: text-classification
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- name: Regulatory Classification
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- dataset:
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- type: BBRC
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- name: BBRC
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- metrics:
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- - type: f1
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- value: 0.7609
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-
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- - task:
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- type: text-classification
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- name: Hate Speech Detection
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- dataset:
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- type: OFFCOMBR-3
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- name: OFFCOMBR-3
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- metrics:
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- - type: f1
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- value: 0.7539
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  inference: true
 
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  # DeB3RTa: A Transformer-Based Model for the Portuguese Financial Domain
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+ ---
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  pt: pt-br
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+ license: mit
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  library_name: transformers
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  tags:
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  - portuguese
 
21
  - recall
22
  - pr_auc
23
  model-index:
24
+ - name: DeB3RTa-base
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+ results:
26
+ - task:
27
+ type: text-classification
28
+ name: Fake News Detection
29
+ dataset:
30
+ type: FAKE.BR
31
+ name: FAKE.BR
32
+ metrics:
33
+ - type: f1
34
+ value: 0.9906
35
+
36
+ - task:
37
+ type: text-classification
38
+ name: Sentiment Analysis
39
+ dataset:
40
+ type: CAROSIA
41
+ name: CAROSIA
42
+ metrics:
43
+ - type: f1
44
+ value: 0.9207
45
+
46
+ - task:
47
+ type: text-classification
48
+ name: Regulatory Classification
49
+ dataset:
50
+ type: BBRC
51
+ name: BBRC
52
+ metrics:
53
+ - type: f1
54
+ value: 0.7609
55
+
56
+ - task:
57
+ type: text-classification
58
+ name: Hate Speech Detection
59
+ dataset:
60
+ type: OFFCOMBR-3
61
+ name: OFFCOMBR-3
62
+ metrics:
63
+ - type: f1
64
+ value: 0.7539
65
 
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  inference: true
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+ ---
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  # DeB3RTa: A Transformer-Based Model for the Portuguese Financial Domain
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