2013 · 11 citations · 21 references
ComputingComputer ScienceComputational LinguisticsNatural Language ProcessingText AnalyticsLanguage ModelingNatural Language GenerationText GenerationText MiningText RepresentationText Summarization0-1 Integer ProgrammingAutomated Text GenerationConcept GenerationGreedy HeuristicsInteger Linear ProgrammingLinear Integer OptimizationMixed-integer Linear Programming
We present an ILP model of concept-totext generation. Unlike pipeline architectures, our model jointly considers the choices in content selection, lexicalization, and aggregation to avoid greedy decisions and produce more compact texts. 1
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