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Questions and Answers
What is the main limitation of most word embedding techniques mentioned in the text?
What is the main limitation of most word embedding techniques mentioned in the text?
How did Mikolov et al. (2013b) propose to learn continuous representations of words?
How did Mikolov et al. (2013b) propose to learn continuous representations of words?
What is a distinguishing feature of morphologically rich languages like Turkish and Finnish?
What is a distinguishing feature of morphologically rich languages like Turkish and Finnish?
What did Alexandrescu and Kirchhoff (2006) introduce to improve modeling of rare words?
What did Alexandrescu and Kirchhoff (2006) introduce to improve modeling of rare words?
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In contrast to some other methods, what does the approach proposed in the text not rely on for deriving word representations?
In contrast to some other methods, what does the approach proposed in the text not rely on for deriving word representations?
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What is a limitation of popular models that learn word representations?
What is a limitation of popular models that learn word representations?
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In the proposed approach based on the skipgram model, how are words represented?
In the proposed approach based on the skipgram model, how are words represented?
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What advantage does the new method have in training models on large corpora quickly?
What advantage does the new method have in training models on large corpora quickly?
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How are word representations evaluated in the study mentioned?
How are word representations evaluated in the study mentioned?
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What is the main historical source of continuous representations of words in natural language processing?
What is the main historical source of continuous representations of words in natural language processing?
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