Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor 2017-09 Association for Computational Linguistics Copenhagen, Denmark text conference publication ws-2017-innovative https://aclanthology.org/W17-5000/ Question Difficulty – How to Estimate Without Norming, How to Use for Automated Grading Ulrike Padó author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication pado-2017-question 10.18653/v1/W17-5001 https://aclanthology.org/W17-5001/ 2017-09 1 10 Combining CNNs and Pattern Matching for Question Interpretation in a Virtual Patient Dialogue System Lifeng Jin author Michael White author Evan Jaffe author Laura Zimmerman author Douglas Danforth author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication jin-etal-2017-combining-cnns 10.18653/v1/W17-5002 https://aclanthology.org/W17-5002/ 2017-09 11 21 Continuous fluency tracking and the challenges of varying text complexity Beata Beigman Klebanov author Anastassia Loukina author John Sabatini author Tenaha O’Reilly author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication beigman-klebanov-etal-2017-continuous 10.18653/v1/W17-5003 https://aclanthology.org/W17-5003/ 2017-09 22 32 Auxiliary Objectives for Neural Error Detection Models Marek Rei author Helen Yannakoudakis author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication rei-yannakoudakis-2017-auxiliary 10.18653/v1/W17-5004 https://aclanthology.org/W17-5004/ 2017-09 33 43 Linked Data for Language-Learning Applications Robyn Loughnane author Kate McCurdy author Peter Kolb author Stefan Selent author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication loughnane-etal-2017-linked 10.18653/v1/W17-5005 https://aclanthology.org/W17-5005/ 2017-09 44 51 Predicting Specificity in Classroom Discussion Luca Lugini author Diane Litman author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication lugini-litman-2017-predicting 10.18653/v1/W17-5006 https://aclanthology.org/W17-5006/ 2017-09 52 61 A Report on the 2017 Native Language Identification Shared Task Shervin Malmasi author Keelan Evanini author Aoife Cahill author Joel Tetreault author Robert Pugh author Christopher Hamill author Diane Napolitano author Yao Qian author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication malmasi-etal-2017-report 10.18653/v1/W17-5007 https://aclanthology.org/W17-5007/ 2017-09 62 75 Evaluation of Automatically Generated Pronoun Reference Questions Arief Yudha Satria author Takenobu Tokunaga author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication satria-tokunaga-2017-evaluation 10.18653/v1/W17-5008 https://aclanthology.org/W17-5008/ 2017-09 76 85 Predicting Audience’s Laughter During Presentations Using Convolutional Neural Network Lei Chen author Chong Min Lee author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication chen-lee-2017-predicting 10.18653/v1/W17-5009 https://aclanthology.org/W17-5009/ 2017-09 86 90 Collecting fluency corrections for spoken learner English Andrew Caines author Emma Flint author Paula Buttery author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication caines-etal-2017-collecting 10.18653/v1/W17-5010 https://aclanthology.org/W17-5010/ 2017-09 91 100 Exploring Relationships Between Writing & Broader Outcomes With Automated Writing Evaluation Jill Burstein author Dan McCaffrey author Beata Beigman Klebanov author Guangming Ling author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication burstein-etal-2017-exploring 10.18653/v1/W17-5011 https://aclanthology.org/W17-5011/ 2017-09 101 108 An Investigation into the Pedagogical Features of Documents Emily Sheng author Prem Natarajan author Jonathan Gordon author Gully Burns author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication sheng-etal-2017-investigation 10.18653/v1/W17-5012 https://aclanthology.org/W17-5012/ 2017-09 109 120 Combining Multiple Corpora for Readability Assessment for People with Cognitive Disabilities Victoria Yaneva author Constantin Orăsan author Richard Evans author Omid Rohanian author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication yaneva-etal-2017-combining 10.18653/v1/W17-5013 https://aclanthology.org/W17-5013/ 2017-09 121 132 Automatic Extraction of High-Quality Example Sentences for Word Learning Using a Determinantal Point Process Arseny Tolmachev author Sadao Kurohashi author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication tolmachev-kurohashi-2017-automatic 10.18653/v1/W17-5014 https://aclanthology.org/W17-5014/ 2017-09 133 142 Distractor Generation for Chinese Fill-in-the-blank Items Shu Jiang author John Lee author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication jiang-lee-2017-distractor 10.18653/v1/W17-5015 https://aclanthology.org/W17-5015/ 2017-09 143 148 An Error-Oriented Approach to Word Embedding Pre-Training Youmna Farag author Marek Rei author Ted Briscoe author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication farag-etal-2017-error 10.18653/v1/W17-5016 https://aclanthology.org/W17-5016/ 2017-09 149 158 Investigating neural architectures for short answer scoring Brian Riordan author Andrea Horbach author Aoife Cahill author Torsten Zesch author Chong Min Lee author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication riordan-etal-2017-investigating 10.18653/v1/W17-5017 https://aclanthology.org/W17-5017/ 2017-09 159 168 Human and Automated CEFR-based Grading of Short Answers Anaïs Tack author Thomas François author Sophie Roekhaut author Cédrick Fairon author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication tack-etal-2017-human 10.18653/v1/W17-5018 https://aclanthology.org/W17-5018/ 2017-09 169 179 GEC into the future: Where are we going and how do we get there? Keisuke Sakaguchi author Courtney Napoles author Joel Tetreault author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication sakaguchi-etal-2017-gec 10.18653/v1/W17-5019 https://aclanthology.org/W17-5019/ 2017-09 180 187 Detecting Off-topic Responses to Visual Prompts Marek Rei author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication rei-2017-detecting 10.18653/v1/W17-5020 https://aclanthology.org/W17-5020/ 2017-09 188 197 Combining Textual and Speech Features in the NLI Task Using State-of-the-Art Machine Learning Techniques Pavel Ircing author Jan Švec author Zbyněk Zajíc author Barbora Hladká author Martin Holub author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication ircing-etal-2017-combining 10.18653/v1/W17-5021 https://aclanthology.org/W17-5021/ 2017-09 198 209 Native Language Identification Using a Mixture of Character and Word N-grams Elham Mohammadi author Hadi Veisi author Hessam Amini author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication mohammadi-etal-2017-native 10.18653/v1/W17-5022 https://aclanthology.org/W17-5022/ 2017-09 210 216 Ensemble Methods for Native Language Identification Sophia Chan author Maryam Honari Jahromi author Benjamin Benetti author Aazim Lakhani author Alona Fyshe author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication chan-etal-2017-ensemble 10.18653/v1/W17-5023 https://aclanthology.org/W17-5023/ 2017-09 217 223 Can string kernels pass the test of time in Native Language Identification? Radu Tudor Ionescu author Marius Popescu author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication ionescu-popescu-2017-string 10.18653/v1/W17-5024 https://aclanthology.org/W17-5024/ 2017-09 224 234 Neural Networks and Spelling Features for Native Language Identification Johannes Bjerva author Gintarė Grigonytė author Robert Östling author Barbara Plank author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication bjerva-etal-2017-neural 10.18653/v1/W17-5025 https://aclanthology.org/W17-5025/ 2017-09 235 239 A study of N-gram and Embedding Representations for Native Language Identification Sowmya Vajjala author Sagnik Banerjee author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication vajjala-banerjee-2017-study 10.18653/v1/W17-5026 https://aclanthology.org/W17-5026/ 2017-09 240 248 A Shallow Neural Network for Native Language Identification with Character N-grams Yunita Sari author Muhammad Rifqi Fatchurrahman author Meisyarah Dwiastuti author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication sari-etal-2017-shallow 10.18653/v1/W17-5027 https://aclanthology.org/W17-5027/ 2017-09 249 254 Fewer features perform well at Native Language Identification task Taraka Rama author Çağrı Çöltekin author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication rama-coltekin-2017-fewer 10.18653/v1/W17-5028 https://aclanthology.org/W17-5028/ 2017-09 255 260 Structured Generation of Technical Reading Lists Jonathan Gordon author Stephen Aguilar author Emily Sheng author Gully Burns author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication gordon-etal-2017-structured 10.18653/v1/W17-5029 https://aclanthology.org/W17-5029/ 2017-09 261 270 Effects of Lexical Properties on Viewing Time per Word in Autistic and Neurotypical Readers Sanja Štajner author Victoria Yaneva author Ruslan Mitkov author Simone Paolo Ponzetto author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication stajner-etal-2017-effects 10.18653/v1/W17-5030 https://aclanthology.org/W17-5030/ 2017-09 271 281 Transparent text quality assessment with convolutional neural networks Robert Östling author Gintare Grigonyte author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication ostling-grigonyte-2017-transparent 10.18653/v1/W17-5031 https://aclanthology.org/W17-5031/ 2017-09 282 286 Artificial Error Generation with Machine Translation and Syntactic Patterns Marek Rei author Mariano Felice author Zheng Yuan author Ted Briscoe author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication rei-etal-2017-artificial 10.18653/v1/W17-5032 https://aclanthology.org/W17-5032/ 2017-09 287 292 Modelling semantic acquisition in second language learning Ekaterina Kochmar author Ekaterina Shutova author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication kochmar-shutova-2017-modelling 10.18653/v1/W17-5033 https://aclanthology.org/W17-5033/ 2017-09 293 302 Multiple Choice Question Generation Utilizing An Ontology Katherine Stasaski author Marti A Hearst author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication stasaski-hearst-2017-multiple 10.18653/v1/W17-5034 https://aclanthology.org/W17-5034/ 2017-09 303 312 Simplifying metaphorical language for young readers: A corpus study on news text Magdalena Wolska author Yulia Clausen author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication wolska-clausen-2017-simplifying 10.18653/v1/W17-5035 https://aclanthology.org/W17-5035/ 2017-09 313 318 Language Based Mapping of Science Assessment Items to Skills Farah Nadeem author Mari Ostendorf author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication nadeem-ostendorf-2017-language 10.18653/v1/W17-5036 https://aclanthology.org/W17-5036/ 2017-09 319 326 Connecting the Dots: Towards Human-Level Grammatical Error Correction Shamil Chollampatt author Hwee Tou Ng author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication chollampatt-ng-2017-connecting 10.18653/v1/W17-5037 https://aclanthology.org/W17-5037/ 2017-09 327 333 Question Generation for Language Learning: From ensuring texts are read to supporting learning Maria Chinkina author Detmar Meurers author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication chinkina-meurers-2017-question 10.18653/v1/W17-5038 https://aclanthology.org/W17-5038/ 2017-09 334 344 Systematically Adapting Machine Translation for Grammatical Error Correction Courtney Napoles author Chris Callison-Burch author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication napoles-callison-burch-2017-systematically 10.18653/v1/W17-5039 https://aclanthology.org/W17-5039/ 2017-09 345 356 Fine-grained essay scoring of a complex writing task for native speakers Andrea Horbach author Dirk Scholten-Akoun author Yuning Ding author Torsten Zesch author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication horbach-etal-2017-fine 10.18653/v1/W17-5040 https://aclanthology.org/W17-5040/ 2017-09 357 366 Exploring Optimal Voting in Native Language Identification Cyril Goutte author Serge Léger author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication goutte-leger-2017-exploring 10.18653/v1/W17-5041 https://aclanthology.org/W17-5041/ 2017-09 367 373 CIC-FBK Approach to Native Language Identification Ilia Markov author Lingzhen Chen author Carlo Strapparava author Grigori Sidorov author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication markov-etal-2017-cic 10.18653/v1/W17-5042 https://aclanthology.org/W17-5042/ 2017-09 374 381 The Power of Character N-grams in Native Language Identification Artur Kulmizev author Bo Blankers author Johannes Bjerva author Malvina Nissim author Gertjan van Noord author Barbara Plank author Martijn Wieling author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication kulmizev-etal-2017-power 10.18653/v1/W17-5043 https://aclanthology.org/W17-5043/ 2017-09 382 389 Classifier Stacking for Native Language Identification Wen Li author Liang Zou author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication li-zou-2017-classifier 10.18653/v1/W17-5044 https://aclanthology.org/W17-5044/ 2017-09 390 397 Native Language Identification on Text and Speech Marcos Zampieri author Alina Maria Ciobanu author Liviu P Dinu author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication zampieri-etal-2017-native 10.18653/v1/W17-5045 https://aclanthology.org/W17-5045/ 2017-09 398 404 Native Language Identification using Phonetic Algorithms Charese Smiley author Sandra Kübler author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication smiley-kubler-2017-native 10.18653/v1/W17-5046 https://aclanthology.org/W17-5046/ 2017-09 405 412 A deep-learning based native-language classification by using a latent semantic analysis for the NLI Shared Task 2017 Yoo Rhee Oh author Hyung-Bae Jeon author Hwa Jeon Song author Yun-Kyung Lee author Jeon-Gue Park author Yun-Keun Lee author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication oh-etal-2017-deep 10.18653/v1/W17-5047 https://aclanthology.org/W17-5047/ 2017-09 413 422 Fusion of Simple Models for Native Language Identification Fabio Kepler author Ramon F. Astudillo author Alberto Abad author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication kepler-etal-2017-fusion 10.18653/v1/W17-5048 https://aclanthology.org/W17-5048/ 2017-09 423 429 Stacked Sentence-Document Classifier Approach for Improving Native Language Identification Andrea Cimino author Felice Dell’Orletta author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication cimino-dellorletta-2017-stacked 10.18653/v1/W17-5049 https://aclanthology.org/W17-5049/ 2017-09 430 437 Using Gaze to Predict Text Readability Ana Valeria González-Garduño author Anders Søgaard author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication gonzalez-garduno-sogaard-2017-using 10.18653/v1/W17-5050 https://aclanthology.org/W17-5050/ 2017-09 438 443 Annotating Orthographic Target Hypotheses in a German L1 Learner Corpus Ronja Laarmann-Quante author Katrin Ortmann author Anna Ehlert author Maurice Vogel author Stefanie Dipper author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication laarmann-quante-etal-2017-annotating 10.18653/v1/W17-5051 https://aclanthology.org/W17-5051/ 2017-09 444 456 A Large Scale Quantitative Exploration of Modeling Strategies for Content Scoring Nitin Madnani author Anastassia Loukina author Aoife Cahill author 2017-09 text Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications Joel Tetreault editor Jill Burstein editor Claudia Leacock editor Helen Yannakoudakis editor Association for Computational Linguistics Copenhagen, Denmark conference publication madnani-etal-2017-large 10.18653/v1/W17-5052 https://aclanthology.org/W17-5052/ 2017-09 457 467