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Unify BERT Config #375

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merged 2 commits into from
Jun 25, 2024
Merged

Unify BERT Config #375

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c8a7b72
replace invalid link
donglihe-hub Jun 25, 2024
568a493
correct max sequence length for BERT
donglihe-hub Jun 25, 2024
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2 changes: 1 addition & 1 deletion example_config/EUR-Lex-57k/README.md
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Expand Up @@ -11,4 +11,4 @@ The best model is selected by **RP@5** on validation set then evaluated on test
| Kim-CNN | [Chen et al. 2022](https://www.csie.ntu.edu.tw/~cjlin/papers/xmlcnn/xml_cnn_study.pdf) | 20.0767 | 69.9073 | 90.7833 | 66.8733 | 77.5347 | 80.3488 | [Cfg](./kim_cnn.yml) | 30 mins |
| CNN-LWAN | [Mullenbach et al. 2018](https://aclanthology.org/N18-1100/) | 26.3245 | 71.6865 | 89.8167 | 67.3100 | 78.0261 | 80.5446 | [Cfg](./cnn_lwan.yml) | 2 hrs |
| BiGRU-LWAN | [Chalkidis et al. 2019](https://aclanthology.org/P19-1636/) | 25.4260 | 71.3199 | 90.7333 | 67.0800 | 77.7506 | 80.5999 | [Cfg](./bigru_lwan.yml) | 3 hrs 20 mins |
| BERT-BASE-LWAN | [Chalkidis et al. 2020](http://aclanthology.lst.uni-saarland.de/2020.emnlp-main.607/) | 26.1981 | 72.7849 | 89.9833 | 67.8533 | 78.4742 | 80.9834 | [Cfg](./bert_lwan.yml) | 9 hrs |
| BERT-BASE-LWAN | [Chalkidis et al. 2020](https://aclanthology.org/2020.emnlp-main.607/) | 26.1981 | 72.7849 | 89.9833 | 67.8533 | 78.4742 | 80.9834 | [Cfg](./bert_lwan.yml) | 9 hrs |
2 changes: 1 addition & 1 deletion example_config/EUR-Lex-57k/bert_lwan_tune.yml
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Expand Up @@ -4,7 +4,7 @@ val_file: data/EUR-Lex-57k/valid.txt
test_file: data/EUR-Lex-57k/test.txt
data_name: EUR-Lex-57k
min_vocab_freq: 1
max_seq_length: 500
max_seq_length: 512
include_test_labels: true
remove_no_label_data: false
add_special_tokens: false
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