ALC: Average Lexical Correlation - ALC

In dosc91/LDLConvFunctions: LDLConvFunctions for measure computation, extraction, and other handy stuff.

Description

ALC computes the mean correlation of a pseudoword's estimated semantic vector with each of the word's semantic vectors.

Usage

ALC(pseudo_S_matrix, real_S_matrix, pseudo_word_data)

Arguments

pseudo_S_matrix	A data frame, typically computed by solving (pseudo_S_matrix = pseudo_Cue_matrix * Hp), with Hp being the transformation matrix for mapping real word cues onto real word semantics (as done to obtain real_S_matrix).
real_S_matrix	A data frame, typically the output of WpmWithLdl::make_S_matrix.
pseudo_word_data	The dataset with which pseudo_S_matrix was computed.

Value

A data frame containing:

• ALC - The ALC value of a word.

• Pseudoword - The pertinent pseudoword as found in pseudo_word_data.

• Base - The pertinent base as found in pseudo_word_data.

Author(s)

D. Schmitz

References

Baayen, R. H., Chuang, Y. Y., and Blevins, J. P. (2018). Inflectional morphology with linear mappings. The Mental Lexicon, 13 (2), 232-270.

Chuang, Y-Y., Vollmer, M-l., Shafaei-Bajestan, E., Gahl, S., Hendrix, P., & Baayen, R. H. (2020). The processing of pseudoword form and meaning in production and comprehension: A computational modeling approach using Linear Discriminative Learning. Behavior Research Methods, 1-51.

dosc91/LDLConvFunctions documentation built on Feb. 2, 2022, 6:17 p.m.