Current Proceedings on Technology

Yazarlar: Peng Tang

Konular:-

Anahtar Kelimeler:Corpora networks,Random walk,Natural language generation

Özet: In this paper, the construction of corpora networks is studied. Some important features of the corpora networks are analyzed. The random walk and its properties in corpora networks are detailed. The possibility of using these networks to generate natural language sentences is explored. Rule-based natural language generation strategies are compared with a random-walk based approach in corpora networks. To eliminate grammar errors of natural language generation results, a “loop reduction” procedure is proposed to reduce the loops in corpora networks. Experiments show that the natural language generation results are improved effectively using the “loop-cut” networks.

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