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@InProceedings{tenfjord06,
title = {The ASK corpus: A language learner corpus of Norwegian as a second language},
author = {Tenfjord, Kari and Meurer, Paul and Hofland, Knut},
booktitle = {Proceedings of the 5th International Conference on Language Resources and Evaluation (LREC)},
pages = {1821--1824},
year = {2006},
address = {Genoa, Italy}
}
@InProceedings{cheng2008neural,
title = {A neural network approach to ordinal regression},
author = {Cheng, Jianlin and Wang, Zheng and Pollastri, Gianluca},
booktitle = {
2008 IEEE International Joint Conference on Neural Networks (IEEE World
Congress on Computational Intelligence)
},
pages = {1279--1284},
year = {2008},
organization = {IEEE}
}
@InProceedings{gensim,
title = {{Software Framework for Topic Modelling with Large Corpora}},
author = {Radim {\v R}eh{\r u}{\v r}ek and Petr Sojka},
booktitle = {{Proceedings of the LREC 2010 Workshop on New
Challenges for NLP Frameworks}},
pages = {45--50},
year = 2010,
month = May,
day = 22,
publisher = {ELRA},
address = {Valletta, Malta},
note={\url{http://is.muni.cz/publication/884893/en}},
language={English}
}
@InProceedings{yannakoudakis2011new,
title = {A new dataset and method for automatically grading ESOL texts},
author = {Yannakoudakis, Helen and Briscoe, Ted and Medlock, Ben},
booktitle = {
Proceedings of the 49th Annual Meeting of the Association for
Computational Linguistics: Human Language Technologies-Volume 1
},
pages = {180--189},
year = {2011},
organization = {Association for Computational Linguistics},
address = {Portland, OR, USA}
}
@InProceedings{tetreault2013report,
title = {A report on the first native language identification shared task},
author = {Tetreault, Joel and Blanchard, Daniel and Cahill, Aoife},
booktitle = {Proceedings of the eighth workshop on innovative use of NLP for building educational applications},
pages = {48--57},
address = {Atlanta, GA, USA},
year = {2013}
}
@InProceedings{mikolov2013linguistic,
title = {Linguistic regularities in continuous space word representations},
author = {Mikolov, Tomas and Yih, Wen-tau and Zweig, Geoffrey},
booktitle = {
Proceedings of the 2013 Conference of the North American Chapter of the
Association for Computational Linguistics: Human Language Technologies
},
pages = {746--751},
address = {Atlanta, GA, USA},
year = {2013}
}
@InProceedings{pennington2014glove,
title = {Glove: Global vectors for word representation},
author = {Pennington, Jeffrey and Socher, Richard and Manning, Christopher},
booktitle = {Proceedings of the 2014 conference on empirical methods in natural language processing (EMNLP)},
address = {Doha, Qatar},
pages = {1532--1543},
year = {2014}
}
@inproceedings{vajjalaloo2014,
title={Automatic CEFR level prediction for Estonian learner text},
author={Vajjala, Sowmya and Lõo, Kaidi},
booktitle={Proceedings of the third workshop on NLP for computer-assisted language learning},
pages={113--127},
year={2014},
address = {Uppsala, Sweden}
}
@InProceedings{malmasi15,
title = {Norwegian Native Language Identification},
author = {Malmasi, Shervin and Dras, Mark and Temnikova, Irina},
booktitle = {Proceedings of the International Conference Recent Advances in Natural Language Processing},
pages = {404--412},
year = {2015},
address = {Hissar, Bulgaria}
}
@InProceedings{yannakoudakis2015evaluating,
title = {Evaluating the performance of automated text scoring systems},
author = {Yannakoudakis, Helen and Cummins, Ronan},
booktitle = {
Proceedings of the Tenth Workshop on Innovative Use of NLP for Building
Educational Applications
},
pages = {213--223},
year = {2015},
address = {Denver, CO, USA}
}
@InProceedings{schuller2016interspeech,
title = {
The INTERSPEECH 2016 Computational Paralinguistics Challenge: Deception,
Sincerity \& Native Language
},
author = {
Schuller, Björn W and Steidl, Stefan and Batliner, Anton and Hirschberg,
Julia and Burgoon, Judee K and Baird, Alice and Elkins, Aaron C and
Zhang, Yue and Coutinho, Eduardo and Evanini, Keelan
},
booktitle = {INTERSPEECH 2016},
address = {San Francisco, CA, USA},
pages = {2001--2005},
year = {2016}
}
@InProceedings{taghipour16,
title = {A neural approach to automated essay scoring},
author = {Taghipour, Kaveh and Ng, Hwee Tou},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing},
address = {Austin, TX, USA},
pages = {1882--1891},
year = {2016}
}
@InProceedings{pilan2016,
title = {Coursebook texts as a helping hand for classifying linguistic complexity in language learners’ writings},
author = {Pilán, Ildikó and Alfter, David and Volodina, Elena},
booktitle = {Proceedings of the Workshop on Computational Linguistics for Linguistic Complexity (CL4LC)},
pages = {120--126},
year = {2016},
address = {Osaka, Japan}
}
@InProceedings{alonso17,
title = {When is multitask learning effective? Semantic sequence prediction under varying data conditions},
author = {Alonso, Héctor Martínez and Plank, Barbara},
booktitle = {15th Conference of the European Chapter of the Association for Computational Linguistics},
pages = {44--53},
address = {Valencia, Spain},
year = {2017}
}
@InProceedings{cimino17,
title = {Stacked Sentence-Document Classifier Approach for Improving Native Language Identification},
author = {Cimino, Andrea and Dell'Orletta, Felice},
booktitle = {Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications},
address = {Copenhagen, Denmark},
pages = {430--437},
year = {2017}
}
@InProceedings{bjerva2017neural,
title = {Neural networks and spelling features for native language identification},
author = {Bjerva, Johannes and Grigonyte, Gintare and Östling, Robert and Plank, Barbara},
booktitle = {Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications},
address = {Copenhagen, Denmark},
pages = {235--239},
year = {2017}
}
@InProceedings{li17,
title = {Classifier Stacking for Native Language Identification},
author = {Li, Wen and Zou, Liang},
booktitle = {Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications},
month = 9,
year = {2017},
pages = {390--397},
address = {Copenhagen, Denmark},
}
@InProceedings{nli17,
author = {
Malmasi, Shervin and Evanini, Keelan and Cahill, Aoife and Tetreault,
Joel and Pugh, Robert and Hamill, Christopher and Napolitano, Diane and
Qian, Yao
},
title = {A Report on the 2017 Native Language Identification Shared Task},
booktitle = {Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications},
month = 9,
year = {2017},
pages = {62--75},
address = {Copenhagen, Denmark},
}
@InProceedings{zhang2017sensitivity,
title = {A Sensitivity Analysis of (and Practitioners’ Guide to) Convolutional Neural Networks for Sentence Classification},
author = {Zhang, Ye and Wallace, Byron},
booktitle = {Proceedings of the Eighth International Joint Conference on Natural Language Processing (Volume 1: Long Papers)},
volume = {1},
pages = {253--263},
year = {2017},
address = {Taipei, Taiwan},
}
@InProceedings{udpipe:2017,
title = {Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe},
author = {Straka, Milan and Strakov\'{a}, Jana},
booktitle = {Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies},
pages = {88--99},
month = {8},
year = {2017},
address = {Vancouver, Canada},
}
@InProceedings{murhaf2017repository,
author = {Fares, Murhaf and Kutuzov, Andrey and Oepen, Stephan and Velldal, Erik},
title = {
Word vectors, reuse, and replicability: Towards a community repository of
large-text resources
},
booktitle = {
Proceedings of the 21st Nordic Conference on Computational Linguistics,
NoDaLiDa, 22-24 May 2017, Gothenburg, Sweden
},
year = {2017},
number = {131},
pages = {271-276},
address = {Linköping, Sweden},
}
@InProceedings{vajjala18universalCEFR,
author = {Vajjala, Sowmya and Rama, Taraka},
title = {Experiments with Universal CEFR Classification},
booktitle = {Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications},
month = 6,
year = {2018},
pages = {147--153},
address = {New Orleans, LA, USA},
}