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String Kernels for Native Language Identification: Insights from Behind the Curtains
Text mining classification task depend on the characteristics of high level language features language task identity string
2016/10/31
The most common approach in text mining classification tasks is to rely on features like words, part-of-speech tags, stems, or some other high-level linguistic features. Recently, an approach that use...
On the String Translations Produced by Multi Bottom–Up Tree Transducers
String Translations Produced Multi Bottom–Up Tree Transducers
2015/9/10
Tree transducers are defined as relations between trees, but in syntax-based machine translation, we are ultimately concerned with the relations between the strings at the yields of the input and outp...
String-to-Dependency Statistical Machine Translation
String-to-Dependency Statistical Machine Translation
2015/9/8
We propose a novel string-to-dependency algorithm for statistical machine translation. This algorithm employs a target dependency language model during decoding to exploit long distance word relations...
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation
A Shift-Reduce Parsing Algorithm Phrase-based String-to-Dependency Translation
2015/1/24
A Shift-Reduce Parsing Algorithm for Phrase-based String-to-Dependency Translation.
Left-to-Right Tree-to-String Decoding with Prediction
Left-to-Right Tree-to-String Decoding Prediction
2015/1/24
Left-to-Right Tree-to-String Decoding with Prediction.