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Install
install.packages('cleanNLP')
Monthly Downloads
661
Version
1.10.0
License
LGPL-2
Maintainer
Taylor Arnold
Last Published
July 1st, 2017
Functions in cleanNLP (1.10.0)
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download_core_nlp
Download java files needed for CoreNLP
extract_documents
Extract documents from an annotation object
get_coreference
Access coreferences from an annotation object
get_dependency
Access dependencies from an annotation object
get_token
Access tokens from an annotation object
get_vector
Access word embedding vector from an annotation object
cleanNLP-package
cleanNLP: A Tidy Data Model for Natural Language Processing
combine_documents
Combine a set of annotations
get_sentence
Access sentence-level annotations
get_tfidf
Construct the TF-IDF Matrix from Annotation or Data Frame
read_annotation
Read annotation files from disk
run_annotators
Run the annotation pipeline on a set of documents
init_coreNLP
Interface for initializing the coreNLP backend
init_spaCy
Interface for initializing up the spaCy backend
pos_frequency
Universal Part of Speech Code Frequencies
print.annotation
Print a summary of an annotation object
dep_frequency
Universal Dependency Frequencies
doc_id_reset
Reset document ids
init_tokenizers
Interface for initializing the tokenizers backend
from_CoNLL
Reads a CoNLL-U or CoNLL-X File
get_combine
One Table Summary of an Annotation Object
get_document
Access document meta data from an annotation object
get_entity
Access named entities from an annotation object
obama
Annotation of Barack Obama's State of the Union Addresses
tidy_pca
Compute Principal Components and store as a Data Frame
to_CoNNL
Returns a CoNLL-U Document
word_frequency
Most frequent English words
write_annotation
Write annotation files to disk