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---
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tags:
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- bert-base-cased
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- biodiversity
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---
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# BiodivBERT
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* We covered publications over the duration of 1990-2020.
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## Evaluation results
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BiodivBERT overperformed both ``BERT_base_cased``, ``biobert_v1.1``, and ``BiLSTM`` as a baseline approach on the down stream tasks.
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## License
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license: cc-by-nc-4.0
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---
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language:
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- en
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thumbnail: >-
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https://www.fusion.uni-jena.de/fusionmedia/fusionpictures/fusion-service/fusion-transp.png?height=383&width=680
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tags:
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- bert-base-cased
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- biodiversity
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- token-classification
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- sequence-classification
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license: apache-2.0
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metrics:
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- f1
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- precision
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- recall
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- accuracy
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datasets:
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- COPIOUS
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- QEMP
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- BiodivNER
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- GAD
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- EU-ADR
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- BiodivRE
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pipeline_tag: Fill-Mask, Token-Classification, Sequence-Classification
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training_data:
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- crawling-keywords:
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- biodivers
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- genetic diversity
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- omic diversity
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- phylogenetic diversity
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- soil diversity
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- population diversity
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- species diversity
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- ecosystem diversity
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- functional diversity
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- microbial diversity
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- corpora:
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- (+Abs) Springer and Elsevier abstracts in the duration of 1990-2020
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- (+Abs+Full) Springer and Elsevier abstracts and open access full publication text in the duration of 1990-2020
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---
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# BiodivBERT
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* We covered publications over the duration of 1990-2020.
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## Evaluation results
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BiodivBERT overperformed both ``BERT_base_cased``, ``biobert_v1.1``, and ``BiLSTM`` as a baseline approach on the down stream tasks.
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