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We also consider controlling the difficulty of the automatically generated vocabulary questions. 1 Question consists of a text with a certain word removed, and the test taker is asked to fill the removed words.
This means that even though the generated vocabulary question does not ask for the best replacement, the test takers in our experiments tend to look for answers which best replace the target word, especially if they do not know the meaning of the target word.
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Given a target word with its part-of-speech and a word sense as the input, the task of generating vocabulary questions can be broken down into three subtasks: (1) reading passage generation, (2) correct answer generation, and (3) distractor generation.
Brown et al. developed a system to generate vocabulary assessment questions automatically.
The advantage of the generated indexing vocabulary is that it remains unchanged, even if the document sets, selection algorithms, and parameters are changed, or if wording evolution occurs.
Using this approach, we generated a vocabulary with 54,217 words and word collocations.
They then generated the vocabulary words that are frequently associated with that establishment.
As a result, it is anticipated that the generated tag vocabulary could be a promising and more relevant to the users supplement (superset or subset) of the corresponding existing taxonomies adopted by the metadata experts (Ma, 2012).
We asked university students to take a test composed of machine-generated vocabulary questions that were generated with different combinations of factor levels (low and high).
This paper described the evaluation on machine-generated questions, following a brief introduction of the system that automatically generates English vocabulary questions (Susanti et al. 2015).
Professional actors and dancers have known since antiquity that body gestures may also generate a vocabulary of communication more or less unique to each culture.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com