Generating appropriate referring expressions in news summaries
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I formalise the trade-off between describing entities and events within
the space constraints of a summary. Summarising ten 400-500 word news
reports in 100 words involves heavy information compression. Important
events need to be summarised, while at the same time, enough background
information needs to be provided about the protagonists to ensure that the
reader can relate them to the story. I present a theory of how much
descriptions can be compressed based on a theory of cognitive status that
classifies references and referents as discourse new/discourse old, hearer
new/hearer old and major character/minor character.
(Joint work with Ani Nenkova and Kathleen McKeown)
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