Most statistical machine translation systems employ a word-based alignment model. In this paper we demonstrate that word-based alignment is a major cause of translation errors. We propose a new alignment model based on shallow phrase structures, and the structures can be automatically acquired from parallel corpus. This new model achieved over 10% error reduction for our spoken language transla...

Essay scoring is a complicated processing requiring analyzing, summarizing and judging expertise. Traditional work on essay scoring focused on automatic handcrafted features, which are expensive yet sparse. Neural models offer a way to learn syntactic and semantic features automatically, which can potentially improve upon discrete features. In this paper, we employ convolutional neural network ...

Model validation has become a strong component of successful statistical analyses. Some researchers in the evolutionary computation (EC) community have applied various model validation strategies. However, in general, model validation is underused in biological applications of EC. This essay describes the importance of model validation and some techniques that have been performed. Unfortunately...

Karya karawitan musik tari “ Urip Ing Geni” terwujud disebabkan betapa pentingnya peranan api atau Agni dalam kehidupan umat hindu. Terinspirasi dari sehari hari-hari upacara keagamaan hindu, mempunyai fungsi dan yang sangat penting. Pada garapan komposisi bebarisan ini menggunakan media ungkap gamelan gong kebyar, dengan struktur dibagi menjadi tiga bagian, yakni kawitan, pangawak, pangecet. D...

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