Other packages > Find by keyword >

sentencepiece  

Text Tokenization using Byte Pair Encoding and Unigram Modelling
View on CRAN: Click here


Download and install sentencepiece package within the R console
Install from CRAN:
install.packages("sentencepiece")

Install from Github:
library("remotes")
install_github("cran/sentencepiece")

Install by package version:
library("remotes")
install_version("sentencepiece", "0.2.4")



Attach the package and use:
library("sentencepiece")
Maintained by
Jan Wijffels
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-06-04
Latest Update: 2022-11-13
Description:
Unsupervised text tokenizer allowing to perform byte pair encoding and unigram modelling. Wraps the 'sentencepiece' library which provides a language independent tokenizer to split text in words and smaller subword units. The techniques are explained in the paper "SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing" by Taku Kudo and John Richardson (2018) . Provides as well straightforward access to pretrained byte pair encoding models and subword embeddings trained on Wikipedia using 'word2vec', as described in "BPEmb: Tokenization-free Pre-trained Subword Embeddings in 275 Languages" by Benjamin Heinzerling and Michael Strube (2018) .
How to cite:
Jan Wijffels (2020). sentencepiece: Text Tokenization using Byte Pair Encoding and Unigram Modelling. R package version 0.2.4, https://cran.r-project.org/web/packages/sentencepiece. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1.1 (2020-06-04 12:10), 0.1.2 (2020-06-08 23:40), 0.2.1 (2021-12-21 17:00), 0.2.2 (2022-11-09 09:00), 0.2.3 (2022-11-13 10:30), 0.2.4 (2025-11-27 21:20), 0.2 (2021-12-15 00:00)
Other packages that cited sentencepiece R package
View sentencepiece citation profile
Other R packages that sentencepiece depends, imports, suggests or enhances
Complete documentation for sentencepiece
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
Download / Learn more Package Citations See dependency  
sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA