Kenneth Enevoldsen
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Parent(s):
fe85a1c
Added readme
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README.md
CHANGED
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@@ -1,3 +1,160 @@
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| 1 |
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| 2 |
<a href="https://github.com/centre-for-humanities-computing/Dacy"><img src="https://centre-for-humanities-computing.github.io/DaCy/_static/icon.png" width="175" height="175" align="right" /></a>
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| 3 |
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| 1 |
+
---
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| 2 |
+
tags:
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| 3 |
+
- spacy
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| 4 |
+
- dacy
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| 5 |
+
- danish
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| 6 |
+
- token-classification
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| 7 |
+
- pos tagging
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| 8 |
+
- morphological analysis
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| 9 |
+
- lemmatization
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| 10 |
+
- dependency parsing
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| 11 |
+
- named entity recognition
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| 12 |
+
- coreference resolution
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| 13 |
+
- named entity linking
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| 14 |
+
- named entity disambiguation
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| 15 |
+
language:
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| 16 |
+
- da
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| 17 |
+
license: apache-2.0
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| 18 |
+
model-index:
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| 19 |
+
- name: da_dacy_large_trf-0.2.0
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| 20 |
+
results:
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| 21 |
+
- task:
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| 22 |
+
name: NER
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| 23 |
+
type: token-classification
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| 24 |
+
metrics:
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+
- name: NER Precision
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+
type: precision
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| 27 |
+
value: 0.8858195212
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| 28 |
+
- name: NER Recall
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| 29 |
+
type: recall
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| 30 |
+
value: 0.8620071685
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| 31 |
+
- name: NER F Score
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| 32 |
+
type: f_score
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| 33 |
+
value: 0.8737511353
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| 34 |
+
dataset:
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| 35 |
+
name: DaNE
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| 36 |
+
split: test
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| 37 |
+
type: dane
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| 38 |
+
- task:
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| 39 |
+
name: TAG
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| 40 |
+
type: token-classification
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| 41 |
+
metrics:
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| 42 |
+
- name: TAG (XPOS) Accuracy
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| 43 |
+
type: accuracy
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| 44 |
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value: 0.9913668347
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| 45 |
+
dataset:
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| 46 |
+
name: UD Danish DDT
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| 47 |
+
split: test
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| 48 |
+
type: universal_dependencies
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| 49 |
+
config: da_ddt
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| 50 |
+
- task:
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| 51 |
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name: POS
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| 52 |
+
type: token-classification
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| 53 |
+
metrics:
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| 54 |
+
- name: POS (UPOS) Accuracy
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| 55 |
+
type: accuracy
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| 56 |
+
value: 0.9908174469
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| 57 |
+
dataset:
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| 58 |
+
name: UD Danish DDT
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| 59 |
+
split: test
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| 60 |
+
type: universal_dependencies
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| 61 |
+
config: da_ddt
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| 62 |
+
- task:
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| 63 |
+
name: MORPH
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| 64 |
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type: token-classification
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| 65 |
+
metrics:
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| 66 |
+
- name: Morph (UFeats) Accuracy
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| 67 |
+
type: accuracy
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| 68 |
+
value: 0.9880227568
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| 69 |
+
dataset:
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| 70 |
+
name: UD Danish DDT
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| 71 |
+
split: test
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| 72 |
+
type: universal_dependencies
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| 73 |
+
config: da_ddt
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| 74 |
+
- task:
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| 75 |
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name: LEMMA
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| 76 |
+
type: token-classification
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| 77 |
+
metrics:
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| 78 |
+
- name: Lemma Accuracy
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| 79 |
+
type: accuracy
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| 80 |
+
value: 0.9589423796
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| 81 |
+
dataset:
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| 82 |
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name: UD Danish DDT
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| 83 |
+
split: test
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| 84 |
+
type: universal_dependencies
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| 85 |
+
config: da_ddt
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| 86 |
+
- task:
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| 87 |
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name: UNLABELED_DEPENDENCIES
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| 88 |
+
type: token-classification
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| 89 |
+
metrics:
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| 90 |
+
- name: Unlabeled Attachment Score (UAS)
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| 91 |
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type: f_score
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| 92 |
+
value: 0.9280885781
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| 93 |
+
dataset:
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| 94 |
+
name: UD Danish DDT
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| 95 |
+
split: test
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| 96 |
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type: universal_dependencies
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| 97 |
+
config: da_ddt
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| 98 |
+
- task:
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| 99 |
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name: LABELED_DEPENDENCIES
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| 100 |
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type: token-classification
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| 101 |
+
metrics:
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| 102 |
+
- name: Labeled Attachment Score (LAS)
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| 103 |
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type: f_score
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| 104 |
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value: 0.9079997669
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| 105 |
+
dataset:
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| 106 |
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name: UD Danish DDT
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| 107 |
+
split: test
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type: universal_dependencies
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config: da_ddt
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+
- task:
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name: SENTS
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type: token-classification
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metrics:
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- name: Sentences F-Score
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type: f_score
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value: 1.0
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| 117 |
+
dataset:
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| 118 |
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name: UD Danish DDT
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| 119 |
+
split: test
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| 120 |
+
type: universal_dependencies
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| 121 |
+
config: da_ddt
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| 122 |
+
- task:
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| 123 |
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name: coreference-resolution
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| 124 |
+
type: coreference-resolution
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| 125 |
+
metrics:
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| 126 |
+
- name: LEA
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| 127 |
+
type: f_score
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| 128 |
+
value: 0.4672143289
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| 129 |
+
dataset:
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| 130 |
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name: DaCoref
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| 131 |
+
type: alexandrainst/dacoref
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| 132 |
+
split: custom
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| 133 |
+
- task:
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| 134 |
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name: coreference-resolution
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| 135 |
+
type: coreference-resolution
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| 136 |
+
metrics:
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| 137 |
+
- name: Named entity Linking Precision
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| 138 |
+
type: precision
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| 139 |
+
value: 0.84
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| 140 |
+
- name: Named entity Linking Recall
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| 141 |
+
type: recall
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| 142 |
+
value: 0.2153846154
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| 143 |
+
- name: Named entity Linking F Score
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| 144 |
+
type: f_score
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| 145 |
+
value: 0.3428571429
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| 146 |
+
dataset:
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| 147 |
+
name: DaNED
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| 148 |
+
type: named-entity-linking
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| 149 |
+
split: custom
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| 150 |
+
library_name: spacy
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| 151 |
+
datasets:
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| 152 |
+
- universal_dependencies
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| 153 |
+
- dane
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| 154 |
+
- alexandrainst/dacoref
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| 155 |
+
metrics:
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| 156 |
+
- accuracy
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| 157 |
+
---
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| 158 |
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| 159 |
<a href="https://github.com/centre-for-humanities-computing/Dacy"><img src="https://centre-for-humanities-computing.github.io/DaCy/_static/icon.png" width="175" height="175" align="right" /></a>
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| 160 |
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