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From Factorial to Quadratic Time Complexity for Sentence Realization using Nearest Neighbour Algorithm

Karthik GaliSriram VenkatapathyTaraka Rama

Sentence Realization is the task of generating a well-formed sentence from a bag of words. Sentence Realization is a major step in many Natural Language Processing applications like Machine Translation (MT), Summarization and Dialogue Systems. In this paper, we explore a graph based Nearest Neighbour Algorithm for the task of Sentence Realization.

http://www.lbd.dcc.ufmg.br/colecoes/stil/2009/030.pdf

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