MLS-C01 · Question #156
MLS-C01 Question #156: Real Exam Question with Answer & Explanation
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Question
A digital newspaper owns a large collection of articles and human-written associated article summaries. The summaries are used as headers for each article posted online, and the newspaper editors would like to find a way to produce the summaries automatically. A Machine Learning Specialist needs to apply machine learning to automate the summary-generation process. Which solution addresses this need?
Options
- AApply a neural topic model on the raw article sequence formatted as a bag of words.
- BProject articles to a low-dimensional, compact representation by average word2vec embeddings
- CDownsample article words to a desired summary size with the word dropout probability inverse to
- DApply seq2seq recurrent neural networks (RNNs) under the encoder-decoder framework.
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