ARABIC_DISAMBIGUATION_STUDY Table – Weights & Biases

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E_hossam96's workspace

Runs

10

Finished

Transformers modeling using AraBERT

e_hossam96

ARABERT

CLASSIFICATION

DISAMBIGUATION

MODELING

TOPIC

TRANSFORMERS

12mo ago

12m 9s

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true

aubmindlab/bert-base-arabertv2

true

false

false

true

false

0.9

0.999

1.0000e-8

false

["BertForMaskedLM"]

0.1

false

false

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false

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Transformers modeling using AraBERT

e_hossam96

ARABERT

CLASSIFICATION

MODELING

RAW

TOPIC

TRANSFORMERS

12mo ago

11m 22s

-

false

aubmindlab/bert-base-arabertv2

true

false

false

true

false

0.9

0.999

1.0000e-8

false

["BertForMaskedLM"]

0.1

false

false

false

false

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Baseline modeling using Logistic Regression

e_hossam96

BASELINE

LOGISTIC_REGRESSION

MODELING

TOPIC

12mo ago

2m 54s

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Estimating label errors using Cleanlab for SANAD

e_hossam96

CLEANLAB

CLEANSING

TOPIC

12mo ago

1m 33s

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Preprocessing data for topic classification with disambiguation

e_hossam96

ARABERT_PREPROCESSOR

FARASAPY

REGEX

TOPIC

12mo ago

4m 35s

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0.048

0.277

0.137

0.145

0.053

0.208

0.132

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../data/processed_data/sanad/test.csv

1000

0.047625

0.2775

0.13725

0.1445

0.05275

0.2085

0.13187

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../data/processed_data/sanad/train.csv

8000

0.047

0.278

Finished

Transformers modeling using AraBERT

e_hossam96

ARABERT

CLASSIFICATION

DISAMBIGUATION

MODELING

TRANSFORMERS

12mo ago

33m 37s

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true

aubmindlab/bert-base-arabertv2

true

false

false

true

false

0.9

0.999

1.0000e-8

false

["BertForMaskedLM"]

0.1

false

false

false

false

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Finished

Transformers modeling using AraBERT

e_hossam96

ARABERT

CLASSIFICATION

MODELING

RAW

TRANSFORMERS

12mo ago

32m 47s

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false

aubmindlab/bert-base-arabertv2

true

false

false

true

false

0.9

0.999

1.0000e-8

false

["BertForMaskedLM"]

0.1

false

false

false

false

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Finished

Baseline modeling using Logistic Regression

e_hossam96

BASELINE

LOGISTIC_REGRESSION

MODELING

12mo ago

1m 12s

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Estimating label errors using Cleanlab

e_hossam96

CLEANLAB

CLEANSING

12mo ago

1m 25s

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Finished

Preprocessing data for sentiment calssification with disambiguation

e_hossam96

ARABERT_PREPROCESSOR

FARASAPY

REGEX

12mo ago

1m 13s

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0.093

0.863

0.044

../data/processed_data/test.csv

2000

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0.093

0.86313

0.043875

../data/processed_data/train.csv

16000

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