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---
language:
- mt
datasets:
- MLRS/korpus_malti
model-index:
- name: mBERTu
results:
- task:
type: dependency-parsing
name: Dependency Parsing
dataset:
type: universal_dependencies
args: mt_mudt
name: Maltese Universal Dependencies Treebank (MUDT)
metrics:
- type: uas
value: 92.10
name: Unlabelled Attachment Score
- type: las
value: 87.87
name: Labelled Attachment Score
- task:
type: part-of-speech-tagging
name: Part-of-Speech Tagging
dataset:
type: mlrs_pos
name: MLRS POS dataset
metrics:
- type: accuracy
value: 98.66
name: UPOS Accuracy
args: upos
- type: accuracy
value: 98.58
name: XPOS Accuracy
args: xpos
- task:
type: named-entity-recognition
name: Named Entity Recognition
dataset:
type: wikiann
name: WikiAnn (Maltese)
args: mt
metrics:
- type: f1
args: span
value: 86.60
name: Span-based F1
- task:
type: sentiment-analysis
name: Sentiment Analysis
dataset:
type: mt-sentiment-analysis
name: Maltese Sentiment Analysis Dataset
metrics:
- type: f1
args: macro
value: 76.79
name: Macro-averaged F1
widget:
- text: "Malta huwa pajjiż fl-[MASK]."
---
# mBERTu
A Maltese multilingual model pre-trained on the Korpus Malti v4.0 using multilingual BERT as the initial checkpoint.
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