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Two Types of Planning in Language Generation
As our understanding of natural language gener- ation has increased, a number of tasks have been separated from realization and put together un- der the heading atext planning I. So …...
‘One’-anaphora and the case for discourse-driven referring expression generation
Conventional approaches to the generation of referring expressions place the task within a pipelined ar- chitecture, typically somewhere be- tween text planning and linguis- tic realisation. In this paper, we …...
Finding the Middle Ground - A Model for Planning Satisficing Answers
To establish sophisticated dialogue sys- tems, text planning needs to cope with congruent as well as incongruent inter- locutor interests as given in everyday di- alogues. Little attention has been …...
Step-by-Step: Separating Planning from Realization in Neural Data-to-Text Generation
AbstractData-to-text generation can be conceptually divided into two parts: ordering and structuring the information (planning), and generating fluent language describing the information (realization). Modern neural generation systems conflate these two …...
Improving Adversarial Text Generation by Modeling the Distant Future
AbstractAuto-regressive text generation models usually focus on local fluency, and may cause inconsistent semantic meaning in long text generation. Further, automatically generating words with similar semantics is challenging, and hand-crafted …...