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Modelling Salient Features as Directions in Fine Tuned Semantic Spaces

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Figure

Figure 1: Toy example showing the effect of out-liers in a two-dimensional embedding of geomet-ric shapes.
Table 1: The first clustered words of features for three different domains and three different scoring types.
Table 2: Comparing the highest ranking place-type objects in the original and fine-tuned space.
Table 3: Results for 20 Newsgroups.
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