Package 'cld3'

Title: Google's Compact Language Detector 3
Description: Google's Compact Language Detector 3 is a neural network model for language identification and the successor of 'cld2' (available from CRAN). The algorithm is still experimental and takes a novel approach to language detection with different properties and outcomes. It can be useful to combine this with the Bayesian classifier results from 'cld2'. See <https://github.com/google/cld3#readme> for more information.
Authors: Jeroen Ooms [aut, cre] , Google Inc [cph] (CLD3 C++ library)
Maintainer: Jeroen Ooms <[email protected]>
License: Apache License 2.0
Version: 1.6.1
Built: 2024-11-04 06:21:52 UTC
Source: CRAN

Help Index


Compact Language Detector 3

Description

The function detect_language() is vectorised and guesses the the language of each string in text or returns NA if the language could not reliably be determined. The function detect_language_multi() is not vectorised and detects all languages inside the entire character vector as a whole.

Usage

detect_language(text)

detect_language_mixed(text, size = 3)

Arguments

text

a string with text to classify or a connection to read from

size

number of languages to detect

Examples

# Vectorized best guess
text <- c("To be or not to be?", "Ce n'est pas grave.",
  "Hij heeft de klok horen luiden maar weet niet waar de klepel hangt.")
detect_language(text)

# Multiple languages in one text (doesn't seem to work well)
detect_language_mixed(text)