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Bad Form: Comparing Context Based and Form Based Few Shot Learning in Distributional Semantic Models

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Academic year: 2020

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Figure

Figure 1: The DN task compares the few-shot vector tothe gold vector (arrow), while the Chimera and CRWtask compare system and human similarity to a selec-tion of other words (dotted lines).
Figure 2: The proportion of words in the CRW and DNtest sets that have a neighbour with the same stem, fordifferent numbers of neighbours considered.
Table 1: Results for DN and Chimera tasks. The best result per category (context-based or hybrid) in every columnis marked in bold, while setups that were not evaluated have been filled with a dash
Table 2: Results on both CRW tasks. The best result per category in every column is marked in bold

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