| Title: | An R Wrapper for Jagger |
| Version: | 0.0.2 |
| Description: | A wrapper for Jagger, a morphological analyzer proposed in Yoshinaga (2023) <doi:10.48550/arXiv.2305.19045>. Jagger uses patterns derived from morphological dictionaries and training data sets and applies them from the beginning of the input. This simultaneous and deterministic process enables it to effectively perform tokenization, POS tagging, and lemmatization. |
| License: | GPL-2 |
| Depends: | R (≥ 4.0) |
| Encoding: | UTF-8 |
| SystemRequirements: | C++17 |
| RoxygenNote: | 7.2.3 |
| URL: | https://shusei-e.github.io/RcppJagger/, https://www.tkl.iis.u-tokyo.ac.jp/~ynaga/jagger/index.en.html |
| BugReports: | https://github.com/Shusei-E/RcppJagger/issues |
| LinkingTo: | Rcpp |
| Imports: | cli (≥ 3.6.1), purrr (≥ 1.0.0), Rcpp (≥ 1.0.7), rlang (≥ 1.1.0) |
| Suggests: | dplyr (≥ 1.1.0), testthat (≥ 3.1.5), tibble |
| Config/testthat/edition: | 3 |
| LazyData: | TRUE |
| NeedsCompilation: | yes |
| Packaged: | 2023-06-08 19:03:16 UTC; shusei |
| Author: | Shusei Eshima 
[aut, cre],
Naoki Yoshinaga [ctb] |
| Maintainer: | Shusei Eshima <shuseieshima@gmail.com> |
| Repository: | CRAN |
| Date/Publication: | 2023-06-08 22:22:56 UTC |
An R wrapper for Jagger's lemmatizer
Description
An R wrapper for Jagger's lemmatizer
Usage
lemmatize(input, model_path = NULL, keep = NULL, concat = TRUE)
Arguments
input |
an input. |
model_path |
a path to the model. |
keep |
a vector of POS(s) to keep. Default is |
concat |
logical. If TRUE, the function returns a concatenated string. Default is |
Value
a vector (if concat = TRUE) or a list (if concat = FALSE).
Examples
data(sentence_example)
res_lemmatize <- lemmatize(sentence_example$text)
Lemmatize (a vector input)
Description
Lemmatize (a vector input)
Usage
lemmatize_cpp_vec(inputs, model_path, keep_vec, keep_all)
An R wrapper for Jagger's lemmatizer (a tibble input)
Description
An R wrapper for Jagger's lemmatizer (a tibble input)
Usage
lemmatize_tbl(tbl, column, model_path = NULL, keep = NULL)
Arguments
tbl |
a tibble object. |
column |
a column name of the tibble to tokenize. |
model_path |
a path to the model. |
keep |
a vector of POS(s) to keep. Default is |
Value
a tibble.
Examples
data(sentence_example)
res_lemmatize <- lemmatize_tbl(tibble::as_tibble(sentence_example), "text")
An R wrapper for Jagger's POS tagger
Description
An R wrapper for Jagger's POS tagger
Usage
pos(input, model_path = NULL, keep = NULL, format = c("list", "data.frame"))
Arguments
input |
an input. |
model_path |
a path to the model. |
keep |
a vector of POS(s) to keep. Default is |
format |
a format of the output. Default is |
Value
a list object.
Examples
data(sentence_example)
res_pos <- pos(sentence_example$text)
POS tagging in C++
Description
POS tagging in C++
Usage
pos_cpp_vec(inputs, model_path, keep_vec, keep_all)
An R wrapper for Jagger's POS tagger (only returning POS)
Description
An R wrapper for Jagger's POS tagger (only returning POS)
Usage
pos_simple(
input,
model_path = NULL,
keep = NULL,
format = c("list", "data.frame")
)
Arguments
input |
an input. |
model_path |
a path to the model. |
keep |
a vector of POS(s) to keep. Default is |
format |
a format of the output. Default is |
Value
a list object.
Examples
data(sentence_example)
res_pos <- pos_simple(sentence_example$text)
POS tagging in C++ (only token and pos)
Description
POS tagging in C++ (only token and pos)
Usage
pos_simple_cpp_vec(inputs, model_path, keep_vec, keep_all)
An example sentence
Description
An example sentence
Usage
sentence_example
Format
A data.frame with a single row and a single column:
- text
a sentence in Japanese
Source
Aozora Bunko: https://www.aozora.gr.jp/
An R wrapper for Jagger's tokenizer
Description
An R wrapper for Jagger's tokenizer
Usage
tokenize(input, model_path = NULL, keep = NULL, concat = TRUE)
Arguments
input |
an input. |
model_path |
a path to the model. |
keep |
a vector of POS(s) to keep. Default is |
concat |
logical. If TRUE, the function returns a concatenated string. Default is |
Value
a vector (if concat = TRUE) or a list (if concat = FALSE).
Examples
data(sentence_example)
res_tokenize <- tokenize(sentence_example$text)
Tokenizer (a vector input)
Description
Tokenizer (a vector input)
Usage
tokenize_cpp_vec(inputs, model_path, keep_vec, keep_all)
An R wrapper for Jagger's tokenizer (a tibble input)
Description
An R wrapper for Jagger's tokenizer (a tibble input)
Usage
tokenize_tbl(tbl, column, model_path = NULL, keep = NULL)
Arguments
tbl |
a tibble. |
column |
a column name of the tibble to tokenize. |
model_path |
a path to the model. |
keep |
a vector of POS(s) to keep. Default is |
Value
a tibble.
Examples
data(sentence_example)
res_tokenize <- tokenize_tbl(tibble::as_tibble(sentence_example), "text")