Titlebook: Empirical Methods in Natural Language Generation; Data-oriented Method Emiel Krahmer,Mari?t Theune Book 2010 Springer-Verlag Berlin Heidelb

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Spanning Tree Approaches for Statistical Sentence Generationnerated sentences, we model a global (sentence) level syntactic structure. We couch statistical sentence generation as a spanning tree problem in order to search for the best dependency tree spanning a set of chosen words. We also introduce a new search algorithm for this task that models argument s

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On the Limits of Sentence Compression by Deletionmation and grammaticality. We show that only 16% of the observed compressed sentences in the domain of subtitling can be accounted for in this way. We argue that this is partly due to the lack of appropriate evaluation material and estimate that a deletion model is in fact compatible with approximat

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A Flexible Approach to Class-Based Ordering of Prenominal Modifiersoccur prenominally, and a framework is developed to order sets of modifiers based on their classes. This system is developed to generate several orderings for sets of modifiers with more flexible positional constraints, and lends itself to bootstrapping for the classification of previously unseen mo

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