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Consider a toy word co - occurrence matrix in Figure 2 . This vector - space model provides distributional representations for tokens stone , jazz

Consider a toy word co-occurrence matrix in Figure 2. This vector-space
model provides distributional representations for tokens stone,jazz and
rock. Identify in what way representations of these tokens can be seen as
problematic and discuss what language phenomenon could have led to this
issue. We often use distributed representations in downstream tasks, please
give an example of a task which would be negatively affected and explain
why. Discuss in 1 or 2 sentences how this limitation of the traditional vectorspace models can be addressed.

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