mixGold

Mix the gold-standard tasks with the tasks need to be validated

By creating crowd-sourcing tasks that can be easily posted and results retrieved using Amazon's Mechanical Turk (MTurk) API, researchers can use this solution to validate the quality of topics obtained from unsupervised or semi-supervised learning methods, and the relevance of topic labels assigned. This helps ensure that the topic modeling results are accurate and useful for research purposes. See Ying and others (2022) <doi:10.1101/2023.05.02.538599>. For more information, please visit <https://github.com/Triads-Developer/Topic_Model_Validation>.

Luwei Ying

validateIt

Validating Topic Coherence and Topic Labels

Jacob Montgomery

Brandon Stewart

mixGold function

<dl><dt>tasks</dt>
<dd>All tasks need to be validated</dd>
<dt>golds</dt>
<dd>Gold standard tasks with the same structure</dd></dl>

Arguments

Mix the gold-standard tasks with the tasks need to be validated — mixGold

<dl>

<dt>tasks</dt>
<dd>All tasks need to be validated</dd>


<dt>golds</dt>
<dd>Gold standard tasks with the same structure</dd>

</dl>

mixGold: Mix the gold-standard tasks with the tasks need to be validated

Description

Usage

Value

Arguments