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--- |
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language: |
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- de |
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- fr |
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- it |
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pipeline_tag: token-classification |
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license: cc-by-sa-4.0 |
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widget: |
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- text: "Erwägungen : 1 . Die Beschwerde ist zwar an die strafrechtliche Abteilung adressiert ; zuständig für Belange der fürsorgerischen Unterbringung ist jedoch die II . zivilrechtliche Abteilung ( Art . 32 lit . a BGerR ) . 2 . Gemäss Art . 76 Abs . 1 lit . b BGG ist zur Beschwerde nur berechtigt , wer ein schutzwürdiges Interesse an der Aufhebung oder Änderung des angefochtenen Entscheides hat . Das aktuelle und praktische Interesse an der Gutheissung der Beschwerde muss im Zeitpunkt des bundesgerichtlichen Urteils noch vorhanden sein ( BGE 131 I 153 E . 1 . 2 S . 157 ) . Dies gilt auch für den Bereich der fürsorgerischen Unterbringung ( BGE 142 III 92 E . 3 S . 96 ) . Ein solches Interesse fehlt nicht erst heute , sondern es war bereits bei Beschwerdeeinreichung nicht gegeben , nachdem in jenem Zeitpunkt die Entlassung aus der Klinik bereits erfolgt war . Auf die Beschwerde ist deshalb nicht einzutreten ( BGE 136 III 497 E . 2 . 1 S . 500 ) . 3 ." |
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arxiv: 2306.09237 |
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--- |
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# Tagset |
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- O |
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- B-CITATION |
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- I-CITATION |
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- B-LAW |
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- I-LAW |
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# Training |
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- The model was trained with the following hyperparamters: |
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- batch size: 64 |
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- learning_rate: 0.00001 |
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- number of training epochs: 50 (actually trained: 23) |
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- early stopping patience: 5 |
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# Predict scores |
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| **metric** | **score** | |
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|---------------------------------|-------| |
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| de_predict/_CITATION_f1 | 97.93 | |
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| de_predict/_CITATION_precision | 98.53 | |
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| de_predict/_CITATION_recall | 97.34 | |
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| de_predict/_LAW_f1 | 92.08 | |
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| de_predict/_LAW_precision | 85.99 | |
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| de_predict/_LAW_recall | 99.1 | |
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| de_predict/_accuracy_normalized | 98.8 | |
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| de_predict/_macro-f1 | 95.04 | |
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| de_predict/_macro-precision | 98.22 | |
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| de_predict/_macro-recall | 92.32 | |
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| de_predict/_micro-f1 | 94.06 | |
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| de_predict/_micro-precision | 98.49 | |
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| de_predict/_micro-recall | 90.01 | |
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| de_predict/_steps_per_second | 54.9 | |
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| de_predict/_weighted-f1 | 93.97 | |
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| de_predict/_weighted-precision | 98.55 | |
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| de_predict/_weighted-recall | 90.01 | |
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| fr_predict/_CITATION_f1 | 95.55 | |
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| fr_predict/_CITATION_precision | 96.85 | |
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| fr_predict/_CITATION_recall | 94.28 | |
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| fr_predict/_LAW_f1 | 91.01 | |
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| fr_predict/_LAW_precision | 83.67 | |
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| fr_predict/_LAW_recall | 99.76 | |
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| fr_predict/_accuracy_normalized | 98.31 | |
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| fr_predict/_macro-f1 | 93.3 | |
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| fr_predict/_macro-precision | 97.02 | |
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| fr_predict/_macro-recall | 90.3 | |
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| fr_predict/_micro-f1 | 92.06 | |
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| fr_predict/_micro-precision | 98.42 | |
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| fr_predict/_micro-recall | 86.47 | |
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| fr_predict/_steps_per_second | 59.3 | |
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| fr_predict/_weighted-f1 | 91.99 | |
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| fr_predict/_weighted-precision | 98.62 | |
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| fr_predict/_weighted-recall | 86.47 | |
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| it_predict/_CITATION_f1 | 97.04 | |
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| it_predict/_CITATION_precision | 97.7 | |
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| it_predict/_CITATION_recall | 96.39 | |
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| it_predict/_LAW_f1 | 90.99 | |
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| it_predict/_LAW_precision | 84.23 | |
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| it_predict/_LAW_recall | 98.94 | |
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| it_predict/_accuracy_normalized | 98.92 | |
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| it_predict/_macro-f1 | 94.13 | |
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| it_predict/_macro-precision | 97.66 | |
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| it_predict/_macro-recall | 91.2 | |
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| it_predict/_micro-f1 | 93.11 | |
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| it_predict/_micro-precision | 98.03 | |
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| it_predict/_micro-recall | 88.67 | |
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| it_predict/_steps_per_second | 56.3 | |
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| it_predict/_weighted-f1 | 93 | |
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| it_predict/_weighted-precision | 98.13 | |
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| it_predict/_weighted-recall | 88.67 | |
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| predict/_CITATION_f1 | 97.36 | |
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| predict/_CITATION_precision | 98.11 | |
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| predict/_CITATION_recall | 96.62 | |
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| predict/_LAW_f1 | 91.68 | |
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| predict/_LAW_precision | 85.15 | |
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| predict/_LAW_recall | 99.3 | |
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| predict/_accuracy_normalized | 98.68 | |
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| predict/_macro-f1 | 94.56 | |
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| predict/_macro-precision | 97.96 | |
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| predict/_macro-recall | 91.7 | |
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| predict/_micro-f1 | 93.43 | |
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| predict/_micro-precision | 98.45 | |
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| predict/_micro-recall | 88.91 | |
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| predict/_steps_per_second | 55.7 | |
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| predict/_weighted-f1 | 93.34 | |
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| predict/_weighted-precision | 98.54 | |
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| predict/_weighted-recall | 88.91 | |
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| predict_samples | 28218 | |
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