TravelNER / deepl_ner.ipynb

Commit History

chore: cleaned-up notebook and updated scores pckl files
aa48f34

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fix(camembert): camembert fine-tuning
48a770b

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feat(CamemBERT): Fine-tuned camembert model for NER
32bf4a3

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WIP: CamemBERT fine-tuning
9f61aa9

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WIP: Bert fine tuning
233dd4b

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perf: Added dropout that increased perf
8fb7eb8

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WIP: adding error analysis based on position in the sentence
c1d855e

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feat: position label frequency HM
255b25d

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feat(ner_models): BiLSTM model
05c1da7

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chore: refactor of the notebook
bb308f1

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chore(ner_models): stopwords removal now optional (improves scores)
c2f92ff

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chore(data): removed trailing noise in sentences
db55dfb

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fix(data_processing): added empty line between sentences in bio + added paragraphs in corpus
85da5f9

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chore(data): added unlabeled data file
09c2d37

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fix: confusion matrix color + values
642cdbb

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feat(ner_models): NER with LSTM
253d109

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feat(ner_models): LSTM training with callback
1b6eff3

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chore(deepl): padding sentences and labels
ee9d38f

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chore: updated deepl notebook
e1faae8

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chore: sentence encryption and preprocessing for deepl
10dd6de

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