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Huawei Exam H13-321 Topic 2 Question 89 Discussion

Actual exam question for Huawei's H13-321 exam

Question #: 89
Topic #: 2

[All H13-321 Questions]

The bag-of-words model is the earliest text vectorization method with words as the basic processing unit. Which of the following options is not the bag of words model.

ABased on the distribution assumption

BThere is a semantic gap

CDimensional disaster

DOrder information cannot be retained

Show Suggested Answer

Suggested Answer: C

by Dylan at Jun 01, 2024, 08:46 AM

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Anabel

5 months ago

Hey, at least the bag-of-words model is straightforward, right? No need to worry about semantic gaps or order information when you've got a good old-fashioned word count!

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Javier

5 months ago

Haha, the 'dimensional disaster' is the real disaster here! Trying to make sense of all those dimensions must be a headache.

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Joni

5 months ago

I'm not sure about this one. Option C sounds like a valid criticism of the bag-of-words model, with the high dimensionality of the feature space.

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Harrison

5 months ago

Option B) There is a semantic gap. That's another limitation of the bag-of-words model.

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Andra

5 months ago

Option C) Dimensional disaster is correct. The bag-of-words model can lead to high dimensionality issues.

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Katie

6 months ago

Option D is the correct answer. The bag-of-words model doesn't preserve the order of words, which is a key characteristic of this approach.

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Julianna

5 months ago

B) There is a semantic gap

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Felix

5 months ago

A) Based on the distribution assumption

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Louvenia

6 months ago

I disagree, I believe option C is not the bag of words model because it refers to the issue of high dimensionality.

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Tamra

6 months ago

I think option B is not the bag of words model.

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Justine

6 months ago

Hmm, I think option B is the odd one out here. The bag-of-words model doesn't really address semantic gaps, that's more of a limitation it has.

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Vannessa

5 months ago

Yeah, semantic gaps are definitely a limitation of the bag-of-words model.

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Tasia

5 months ago

I agree, option B doesn't really fit with the bag-of-words model.

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Marci

5 months ago

Yeah, the bag-of-words model is more about word frequency and not so much about semantics.

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Titus

6 months ago

I agree, option B doesn't really fit with the bag-of-words model.

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