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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...
Improving Native Language Identification with TF-IDF Weighting
Native Language Identification TF-IDF Weighting
2015/4/27
This paper presents a Native Language Identification (NLI) system based on TF-IDF weighting schemes and using linear classifiers - support vector machines, logistic regressions and perceptrons. The sy...
AUTOMATIC SIGN LANGUAGE IDENTIFICATION
Sign language sign language identification language identification
2015/4/27
We propose a Random-Forest based sign language identification system. The system uses low-level visual features and is based on the hypothesis that sign languages have varying distributions of phoneme...
Patrol Team Language Identification System for DARPA RATS P1 Evaluation
language identifi cation noisy speech
2015/3/9
Patrol Team Language Identification System for DARPA RATS P1 Evaluation.
Language Identification and Language Specific Letter-to-Sound Rules
Language Identification Language Specific Letter-to-Sound Rules
2008/12/26
This paper describes a system that improves automatic ARPABET transcription by addressing performance issues resulting from Arabic and Russian transliteration in English text. Our system is called EAR...