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Mathematical Information Retrieval based on Type Embeddings and Query Expansion

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Figure

Figure 1: Example of extracting descriptions adapted from (Kristianto et al., 2012)
Figure 2: Relationships between basic models and their more sophisticated derivatives (grey boxes rep-resent type-based models, white boxes represent term-based models).
Table 3 shows the results of all retrieval models considered10significance in MAP difference between each model and our proposed type-based models
Table 5: Absolute difference in MAP of unexpanded and query-expanded models.

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