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  ---
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- language:
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- - en
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- thumbnail: "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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- license: cc-by-nc-4.0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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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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-
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- ## License
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- license: cc-by-nc-4.0
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-
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-
 
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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.