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Automatic Extraction of News Values from Headline Text

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Figure

Figure 1: Time series plots of Wikipedia pageviews moving averages (MA) for two entities:non-bursty SILICONE (top) and bursty EBOLAVIRUS DISEASE (bottom)
Table 2: Feature implementations and statistics on The Guardian. Notation is in Table 1
Table 3: Examples of annotated headlines. Y/N: majority vote manual annotation. Below: automaticallyextracted values aggregated via summation by feature group (cf
Figure 2: Survey results to the question ”I per-sonally consider this news value when clicking onheadlines” (N=71)
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