tCorpus-cash-annotate_rsyntax: Annotate tokens based on rsyntax queries

In kasperwelbers/tcorpus: Managing, Querying and Analyzing Tokenized Text

Annotate tokens based on rsyntax queries

Description

Apply queries to extract syntax patterns, and add the results as three columns to a tokenlist. The first column contains the ids for each hit. The second column contains the annotation label. The third column contains the fill level (which you probably won't use, but is important for some features). Only nodes that are given a name in the tquery (using the label parameter) will be added as annotation.

Note that while queries only find 1 node for each labeled component of a pattern (e.g., quote queries have 1 node for "source" and 1 node for "quote"), all children of these nodes can be annotated by settting fill to TRUE. If a child has multiple ancestors, only the most direct ancestors are used (see documentation for the fill argument).

Usage:

## R6 method for class tCorpus. Use as tc$method (where tc is a tCorpus object).

annotate_rsyntax(column, ..., block = NULL, fill = TRUE, 
                 overwrite = FALSE, block_fill = FALSE, copy = TRUE, 
                 verbose = FALSE)

Arguments

column	The name of the column in which the annotations are added. The unique ids are added as column_id
...	One or multiple tqueries, or a list of queries, as created with tquery. Queries can be given a named by using a named argument, which will be used in the annotation_id to keep track of which query was used.
block	Optionally, specify ids (doc_id - sentence - token_id triples) that are blocked from querying and filling (ignoring the id and recursive searches through the id).
fill	Logical. If TRUE (default) also assign the fill nodes (as specified in the tquery). Otherwise these are ignored
overwrite	Applies if column already exists. If TRUE, existing column will be overwritten. If FALSE, the existing annotations in the column will be blocked, and new annotations will be added. This is identical to using multiple queries.
block_fill	If TRUE (and overwrite is FALSE), the existing fill nodes will also be blocked. In other words, the new annotations will only be added if the
verbose	If TRUE, report progress (only usefull if multiple queries are given)

Examples

library(rsyntax)

## spacy tokens for: Mary loves John, and Mary was loved by John
tokens = tokens_spacy[tokens_spacy$doc_id == 'text3',]
tc = tokens_to_tcorpus(tokens)

## two simple example tqueries
passive = tquery(pos = "VERB*", label = "predicate",
                 children(relation = c("agent"), label = "subject"))
active =  tquery(pos = "VERB*", label = "predicate",
                 children(relation = c("nsubj", "nsubjpass"), label = "subject"))

tc$annotate_rsyntax("clause", pas=passive, act=active)
tc$tokens

if (interactive()) {
plot_tree(tc$tokens, annotation='clause')
}
if (interactive()) {
syntax_reader(tc$tokens, annotation = 'clause', value='subject')
}

kasperwelbers/tcorpus documentation built on May 10, 2023, 5:10 p.m.