Full Wordnet Expansion

Gets see also, similar, attributes, hyponyms, antonyms, derivationally related forms, to expand a list of seed words.

Usage

Full_Expand(
  datax,
  antonym = TRUE,
  syns = FALSE,
  max_hypo_depth = Inf,
  verbose = FALSE
)

Arguments

datax

dataframe with three columns, named: term, PoS, and sense.

antonym

Obtain antonyms? Default is TRUE.

syns

return synsets? Default is FALSE. IF FALSE, returns words.

max_hypo_depth

Maximum hyponym recursion depth, passed through to get_Hypos. Default Inf (expand until natural termination, bounded by the visited-set deduplication inside get_Hypos). Set to a finite integer (e.g., 6) to cap worst-case runtime when expanding seed lists that may contain very general nouns.

verbose

If TRUE, prints per-level progress from the hyponym expansion step. Default FALSE.