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(x^t) are the target sequence tokens we are trying to learn by maximizing (P(x^t)) for each step.
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It is also possible to add new terms by selecting any token or sequence of tokens in the article.
The former converts the input into a sequence of tokens, where each token corresponds to a string of one or more characters in the source that are meaningful when interpreted as a group.
Let X≔ x1,…, x T ) be a sequence of tokens from a tokenized input sentence and Y≔ y1,…, y T ) be a sequence of tags.
A tokenizer divides text into a sequence of tokens, which roughly correspond to "words".
The second token gives the named entity class to assign when the regular expression matches one or a sequence of tokens.
ssplit WordToSentenceAnnotator SentencesAnnotation Splits a sequence of tokens into sentences.
In Ptolemy II relations can have multiple channels, each one representing a sequence of tokens.
In a digital signal processing system, a sequence of tokens might represent a sequence of samples of a speech signal or a sequence of frames in a video sequence.
sequence of tokens constituting a SMILES.
Lexical analysis represents the JavaScript code as a sequence of tokens.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com