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Parallel corpora are essential for training statistical machine translation models. Since parallel sentence-aligned corpora are usually noisy due to inexact automatic methods when generated from parallel or comparable documents, we need to clean parallel corpora. In this paper, new features are introduced to assess the correctness of a sentence pair. Also, the impact of new features in combination...
Statistical properties of natural signals is an important factor in forming neuronal selectivities of brain sensory system. One such property is the redundancy in visual and auditory inputs to the brain. In this paper, we introduce the concept of class specific redundancies in natural images and propose that the selectivity of neurons in extrastriate visual areas is developed to reveal these redundancies...
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