Commit
·
d7ff249
1
Parent(s):
98b72d6
Librarian Bot: Add base_model information to model (#2)
Browse files- Librarian Bot: Add base_model information to model (115fb1e59f4a1713ac5764ab3b30579a92d53764)
Co-authored-by: Librarian Bot (Bot) <[email protected]>
README.md
CHANGED
|
@@ -1,8 +1,6 @@
|
|
| 1 |
---
|
| 2 |
-
license: apache-2.0
|
| 3 |
language: en
|
| 4 |
-
|
| 5 |
-
- Jzuluaga/uwb_atcc
|
| 6 |
tags:
|
| 7 |
- text
|
| 8 |
- token-classification
|
|
@@ -11,6 +9,8 @@ tags:
|
|
| 11 |
- generated_from_trainer
|
| 12 |
- bert
|
| 13 |
- bertraffic
|
|
|
|
|
|
|
| 14 |
metrics:
|
| 15 |
- Precision
|
| 16 |
- Recall
|
|
@@ -18,42 +18,47 @@ metrics:
|
|
| 18 |
- F1
|
| 19 |
- Jaccard Error Rate
|
| 20 |
widget:
|
| 21 |
-
- text:
|
| 22 |
-
|
| 23 |
-
- text:
|
| 24 |
-
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 25 |
model-index:
|
| 26 |
- name: bert-base-token-classification-for-atc-en-uwb-atcc
|
| 27 |
results:
|
| 28 |
- task:
|
| 29 |
-
|
| 30 |
-
|
| 31 |
dataset:
|
| 32 |
-
|
| 33 |
-
|
| 34 |
-
|
| 35 |
-
|
| 36 |
metrics:
|
| 37 |
- type: F1
|
| 38 |
value: 0.87
|
| 39 |
name: TEST F1 (macro)
|
| 40 |
-
verified:
|
| 41 |
- type: Accuracy
|
| 42 |
value: 0.91
|
| 43 |
name: TEST Accuracy
|
| 44 |
-
verified:
|
| 45 |
- type: Precision
|
| 46 |
value: 0.86
|
| 47 |
name: TEST Precision (macro)
|
| 48 |
-
verified:
|
| 49 |
- type: Recall
|
| 50 |
value: 0.88
|
| 51 |
name: TEST Recall (macro)
|
| 52 |
-
verified:
|
| 53 |
- type: Jaccard Error Rate
|
| 54 |
value: 0.169
|
| 55 |
name: TEST Jaccard Error Rate
|
| 56 |
-
verified:
|
| 57 |
---
|
| 58 |
|
| 59 |
# bert-base-token-classification-for-atc-en-uwb-atcc
|
|
|
|
| 1 |
---
|
|
|
|
| 2 |
language: en
|
| 3 |
+
license: apache-2.0
|
|
|
|
| 4 |
tags:
|
| 5 |
- text
|
| 6 |
- token-classification
|
|
|
|
| 9 |
- generated_from_trainer
|
| 10 |
- bert
|
| 11 |
- bertraffic
|
| 12 |
+
datasets:
|
| 13 |
+
- Jzuluaga/uwb_atcc
|
| 14 |
metrics:
|
| 15 |
- Precision
|
| 16 |
- Recall
|
|
|
|
| 18 |
- F1
|
| 19 |
- Jaccard Error Rate
|
| 20 |
widget:
|
| 21 |
+
- text: lining up runway three one csa five bravo easy five three kilo romeo contact
|
| 22 |
+
ruzyne ground one two one decimal nine good bye
|
| 23 |
+
- text: csa seven three two zero so change of taxi quality eight nine sierra we need
|
| 24 |
+
to full length britair five nine zero bravo contact ruzyne ground one two one
|
| 25 |
+
decimal nine good bye
|
| 26 |
+
- text: swiss four six one foxtrot line up runway three one and wait one two one nine
|
| 27 |
+
csa four yankee alfa
|
| 28 |
+
- text: tower klm five five tango ils three one wizz air four papa uniform tower roger
|
| 29 |
+
base_model: bert-base-uncased
|
| 30 |
model-index:
|
| 31 |
- name: bert-base-token-classification-for-atc-en-uwb-atcc
|
| 32 |
results:
|
| 33 |
- task:
|
| 34 |
+
type: token-classification
|
| 35 |
+
name: chunking
|
| 36 |
dataset:
|
| 37 |
+
name: UWB-ATCC corpus (Air Traffic Control Communications)
|
| 38 |
+
type: Jzuluaga/uwb_atcc
|
| 39 |
+
config: test
|
| 40 |
+
split: test
|
| 41 |
metrics:
|
| 42 |
- type: F1
|
| 43 |
value: 0.87
|
| 44 |
name: TEST F1 (macro)
|
| 45 |
+
verified: false
|
| 46 |
- type: Accuracy
|
| 47 |
value: 0.91
|
| 48 |
name: TEST Accuracy
|
| 49 |
+
verified: false
|
| 50 |
- type: Precision
|
| 51 |
value: 0.86
|
| 52 |
name: TEST Precision (macro)
|
| 53 |
+
verified: false
|
| 54 |
- type: Recall
|
| 55 |
value: 0.88
|
| 56 |
name: TEST Recall (macro)
|
| 57 |
+
verified: false
|
| 58 |
- type: Jaccard Error Rate
|
| 59 |
value: 0.169
|
| 60 |
name: TEST Jaccard Error Rate
|
| 61 |
+
verified: false
|
| 62 |
---
|
| 63 |
|
| 64 |
# bert-base-token-classification-for-atc-en-uwb-atcc
|