tidyfst: Tidy Verbs for Fast Data Manipulation
نویسندگان
چکیده
منابع مشابه
A Tidy Data Model for Natural Language Processing using cleanNLP
Recent advances in natural language processing have produced libraries that extract lowlevel features from a collection of raw texts. These features, known as annotations, are usually stored internally in hierarchical, tree-based data structures. This paper proposes a data model to represent annotations as a collection of normalized relational data tables optimized for exploratory data analysis...
متن کاملA Tidy Data Model for Natural Language Processing using cleanNLP
The package cleanNLP provides a set of fast tools for converting a textual corpus into a set of normalized tables. The underlying natural language processing pipeline utilizes Stanford’s CoreNLP library, exposing a number of annotation tasks for text written in English, French, German, and Spanish. Annotators include tokenization, part of speech tagging, named entity recognition, entity linking...
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ژورنال
عنوان ژورنال: Journal of Open Source Software
سال: 2020
ISSN: 2475-9066
DOI: 10.21105/joss.02388