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native-language-identification-shared-task-2013 [2013/01/13 15:04]
ufal 		native-language-identification-shared-task-2013 [2013/01/16 07:51]
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 ====== Native Language Identification Shared Task 2013 ====== ====== Native Language Identification Shared Task 2013 ======
  
-//A shared task in Native Language Identification (NLI) to identify the native language of a writer based solely on a sample of their writing.//  +//A shared task in Native Language Identification to identify the native language of a writer based solely on a sample of their writing.// 
  
   * **Home page:** [[https://sites.google.com/site/nlisharedtask2013/home]]   * **Home page:** [[https://sites.google.com/site/nlisharedtask2013/home]]
-  * **Team:** Barbora Hladka (contact person, related projects, data, ML), Martin Holub(algorithms, ML), Silvie Cinkova(features), ... +  * **Team:** Barbora Hladka (contact person, related projects, data, ML), Martin Holub (algorithms, ML), Silvie Cinkova (features), ... 
   * **Important Dates:**    * **Important Dates:** 
      * January 14 Training Data Release      * January 14 Training Data Release
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      * June 13 or 14 NLI Shared Task Presentations @ [[http://www.cs.rochester.edu/~tetreaul/naacl-bea8.html|BEA8 Workshop, Atlanta, GA, USA]]      * June 13 or 14 NLI Shared Task Presentations @ [[http://www.cs.rochester.edu/~tetreaul/naacl-bea8.html|BEA8 Workshop, Atlanta, GA, USA]]
    * **Data:** TBA    * **Data:** TBA
- +   * **References** 
 +       - Brooke, Julian, Greme Hirst. Native language detectin with 'cheap' learner corpora. In P//roceedings of the Conference on Learner Corpus Research//, Louvain-la-Neuve. 2011. 
 +          * learner corpora review;  
 +          * they discuss topic bias - Do we have to care about it in the NLI task? 
 +          * Feature set: [character|POS|word] n-grams, function words, features from machine translation, features from L1 corpora. How many features: ??? 
 +          * Machine learning algorithm: ??  
 +       - Wong, Sze-Meng Jojo, Dras Mark, Johnson, Mark. Topic Modeling for Native Language Identification. In Proceedings of Australasian Language Technology Association Workshop, pp. 115-124 ([[http://aclweb.org/anthology-new/U/U11/U11-1015.pdf|pdf]]).

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