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README.md

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-Biodiversity literature is dedicated to the identification, documentation, and categorization of plants, fungi, animals, and other living organisms. Correctly extracting the name of an organism within these documents involves finding the entire scientific name–including the genus, specific epithet, and author name (a plant name shown below). Extracting these names allows biologists to access documents about a species more comprehensively, and to track an organism’s history of documentation by botanists, which includes biological changes and changes in how scientists describe them. However, correctly finding organisms by their scientific names is made difficult by ambiguous abbreviations, changing botanical and zoological codes and conventions, and poor data quality.
+# t5-base-sci-names
+Biodiversity literature is dedicated to the identification, documentation, and categorization of plants, fungi, animals, and other living organisms. Correctly extracting the name of an organism within these documents involves finding the entire scientific name–including the genus, specific epithet, and author name. Extracting these names allows biologists to access documents about a species more comprehensively, and to track an organism’s history of documentation, which includes biological changes and changes in how scientists describe them.
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+**t5-base-sci-names** uses advances in text-to-text generation to generate scientific names and authors. This model was trained on hand-labeled biodiversity texts, that include information about a mentioned organism's genus (abbreviated and expanded), specific epithet, and author. This model was trained to output 0-N scientific names with specific prefixes (e.g. "genus = " or "epithet = ").