Topic 1 Question 20
An interactive online dictionary wants to add a widget that displays words used in similar contexts. A Machine Learning Specialist is asked to provide word features for the downstream nearest neighbor model powering the widget. What should the Specialist do to meet these requirements?
Create one-hot word encoding vectors.
Produce a set of synonyms for every word using Amazon Mechanical Turk.
Create word embedding vectors that store edit distance with every other word.
Download word embeddings pre-trained on a large corpus.
解説
ユーザの投票
コメント(17)
the solution is word embedding. As it is a interactive online dictionary, we need pre-trained word embedding thus the answer is D. In addition, there is no mention that the online dictonary is unique and does not have a pre-trained word embedding. Thus I strongly feel the answer is D
👍 28JayK2021/10/04D is correct. It is not a specialized dictionary so use the existing word corpus to train the model
👍 15cybe0012021/10/15Seems D?
👍 5WWODIN2021/09/23
シャッフルモード