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Maximizing Classification Accuracy in Native Language Identification
Scott Jarvis
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Yves Bestgen
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Steve Pepper
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Paper Details:
Month: June
Year: 2013
Location: Atlanta, Georgia
Venue:
BEA |
WS |
SIG: SIGEDU
Citations
URL
Exploring Syntactic Features for Native Language Identification: A Variationist Perspective on Feature Encoding and Ensemble Optimization
Serhiy Bykh
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Detmar Meurers
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Advancing Linguistic Features and Insights by Label-informed Feature Grouping: An Exploration in the Context of Native Language Identification
Serhiy Bykh
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Detmar Meurers
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Can characters reveal your native language? A language-independent approach to native language identification
Radu Tudor Ionescu
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Marius Popescu
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Aoife Cahill
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Does the Phonology of L1 Show Up in L2 Texts?
Garrett Nicolai
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Grzegorz Kondrak
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Improving Native Language Identification by Using Spelling Errors
Lingzhen Chen
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Carlo Strapparava
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Vivi Nastase
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Measuring Feature Diversity in Native Language Identification
Shervin Malmasi
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Aoife Cahill
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Oracle and Human Baselines for Native Language Identification
Shervin Malmasi
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Joel Tetreault
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Mark Dras
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Findings of the VarDial Evaluation Campaign 2017
Marcos Zampieri
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Shervin Malmasi
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Nikola Ljubešić
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Preslav Nakov
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Ahmed Ali
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Jörg Tiedemann
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Yves Scherrer
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Noëmi Aepli
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A Report on the 2017 Native Language Identification Shared Task
Shervin Malmasi
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Keelan Evanini
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Aoife Cahill
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Joel Tetreault
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Robert Pugh
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Christopher Hamill
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Diane Napolitano
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Yao Qian
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Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques
Pavel Ircing
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Jan Švec
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Zbyněk Zajíc
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Barbora Hladká
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Martin Holub
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Native Language Identification Using a Mixture of Character and Word N-grams
Elham Mohammadi
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Hadi Veisi
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Hessam Amini
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Ensemble Methods for Native Language Identification
Sophia Chan
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Maryam Honari Jahromi
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Benjamin Benetti
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Aazim Lakhani
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Alona Fyshe
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A study of N-gram and Embedding Representations for Native Language Identification
Sowmya Vajjala
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Sagnik Banerjee
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A Shallow Neural Network for Native Language Identification with Character N-grams
Yunita Sari
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Muhammad Rifqi Fatchurrahman
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Meisyarah Dwiastuti
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Fewer features perform well at Native Language Identification task
Taraka Rama
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Çağrı Çöltekin
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CIC-FBK Approach to Native Language Identification
Ilia Markov
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Lingzhen Chen
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Carlo Strapparava
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Grigori Sidorov
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The Power of Character N-grams in Native Language Identification
Artur Kulmizev
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Bo Blankers
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Johannes Bjerva
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Malvina Nissim
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Gertjan van Noord
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Barbara Plank
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Martijn Wieling
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Classifier Stacking for Native Language Identification
Wen Li
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Liang Zou
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Native Language Identification on Text and Speech
Marcos Zampieri
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Alina Maria Ciobanu
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Liviu P. Dinu
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Stacked Sentence-Document Classifier Approach for Improving Native Language Identification
Andrea Cimino
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Felice Dell’Orletta
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Predicting Second Language Learner Successes and Mistakes by Means of Conjunctive Features
Yves Bestgen
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The Role of Emotions in Native Language Identification
Ilia Markov
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Vivi Nastase
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Carlo Strapparava
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Grigori Sidorov
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http://www.csie.ntu.edu.tw/~cjlin/liblinear
Field Of Study
Language
French
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