Annotate the given document, returning an annotated document.
Annotate the given document, returning an annotated document. The default implementation is an NLP pipeline of side-effecting calls.
Annotate the given text string, specify whether to retain the text in the resultant Document.
Annotate the given text string, specify whether to retain the text in the resultant Document.
Annotate the given sentences, specify whether to retain the text in the resultant Document.
Annotate the given sentences, specify whether to retain the text in the resultant Document.
Annotate the given tokens, specify whether to retain the text in the resultant Document.
Annotate the given tokens, specify whether to retain the text in the resultant Document.
Generates cheap lemmas with the word in lower case, for languages where a lemmatizer is not available
Generates cheap lemmas with the word in lower case, for languages where a lemmatizer is not available
Shallow parsing; modifies the document in place
Shallow parsing; modifies the document in place
Discourse parsing; modifies the document in place
Discourse parsing; modifies the document in place
Gets the index of all predicates in this sentence
Gets the index of all predicates in this sentence
Lematization; modifies the document in place
Lematization; modifies the document in place
Constructs a document of tokens from free text; includes sentence splitting and tokenization
Constructs a document of tokens from free text; includes sentence splitting and tokenization
Constructs a document of tokens from an array of untokenized sentences
Constructs a document of tokens from an array of untokenized sentences
Constructs a document of tokens from an array of tokenized sentences
Constructs a document of tokens from an array of tokenized sentences
Produces NE labels for one sentence
Produces NE labels for one sentence
Syntactic parsing; modifies the document in place
Syntactic parsing; modifies the document in place
Dependency parsing
Dependency parsing
NER; modifies the document in place
NER; modifies the document in place
Relation extraction; modifies the document in place.
Relation extraction; modifies the document in place.
Coreference resolution; modifies the document in place
Coreference resolution; modifies the document in place
Semantic role labeling
Semantic role labeling
Produces semantic role frames for one sentence
Produces semantic role frames for one sentence
Part of speech tagging + chunking + SRL (predicates), jointly
Part of speech tagging + chunking + SRL (predicates), jointly
Produces POS tags, chunks, and semantic role predicates for one sentence
Produces POS tags, chunks, and semantic role predicates for one sentence
CluProcessor for Portuguese