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Data to text Generation with Entity Modeling

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Figure

Figure 1: MLB statistics tables and game summary. The tables summarize the performance of the two teams and ofindividual team members who played as batters and pitchers as well as the most important events (and their actors)in each play
Figure 2: Diagram of entity memory network (block A) and hierarchical attention (blocks B and C)
Table 1: Vocabulary size, number of tokens, numberof instances (i.e., record-summary pairs), average sum-mary length, number of record types and average num-ber of records in ROTOWIRE and MLB datasets.
Table 2:Evaluation on ROTOWIRE (RW) and MLBtest sets using relation generation (RG) count (#) andprecision (P%), content selection (CS) precision (P%)and recall (R%), content ordering (CO) in normalizedDamerau-Levenshtein distance (DLD%), and BLEU.
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