@proceedings{bea-2020-innovative,
    title = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.0/"
}
@inproceedings{deutsch-etal-2020-linguistic,
    title = "Linguistic Features for Readability Assessment",
    author = "Deutsch, Tovly  and
      Jasbi, Masoud  and
      Shieber, Stuart",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.1/",
    doi = "10.18653/v1/2020.bea-1.1",
    pages = "1--17"
}
@inproceedings{loukina-etal-2020-using,
    title = "Using {PRMSE} to evaluate automated scoring systems in the presence of label noise",
    author = "Loukina, Anastassia  and
      Madnani, Nitin  and
      Cahill, Aoife  and
      Yao, Lili  and
      Johnson, Matthew S.  and
      Riordan, Brian  and
      McCaffrey, Daniel F.",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.2/",
    doi = "10.18653/v1/2020.bea-1.2",
    pages = "18--29"
}
@inproceedings{hellman-etal-2020-multiple,
    title = "Multiple Instance Learning for Content Feedback Localization without Annotation",
    author = "Hellman, Scott  and
      Murray, William  and
      Wiemerslage, Adam  and
      Rosenstein, Mark  and
      Foltz, Peter  and
      Becker, Lee  and
      Derr, Marcia",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.3/",
    doi = "10.18653/v1/2020.bea-1.3",
    pages = "30--40"
}
@inproceedings{raina-etal-2020-complementary,
    title = "Complementary Systems for Off-Topic Spoken Response Detection",
    author = "Raina, Vatsal  and
      Gales, Mark  and
      Knill, Kate",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.4/",
    doi = "10.18653/v1/2020.bea-1.4",
    pages = "41--51"
}
@inproceedings{stasaski-etal-2020-cima,
    title = "{CIMA}: A Large Open Access Dialogue Dataset for Tutoring",
    author = "Stasaski, Katherine  and
      Kao, Kimberly  and
      Hearst, Marti A.",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.5/",
    doi = "10.18653/v1/2020.bea-1.5",
    pages = "52--64"
}
@inproceedings{kerz-etal-2020-becoming,
    title = "Becoming Linguistically Mature: Modeling {E}nglish and {G}erman Children{'}s Writing Development Across School Grades",
    author = {Kerz, Elma  and
      Qiao, Yu  and
      Wiechmann, Daniel  and
      Str{\"o}bel, Marcus},
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.6/",
    doi = "10.18653/v1/2020.bea-1.6",
    pages = "65--74"
}
@inproceedings{afrin-etal-2020-annotation,
    title = "Annotation and Classification of Evidence and Reasoning Revisions in Argumentative Writing",
    author = "Afrin, Tazin  and
      Wang, Elaine Lin  and
      Litman, Diane  and
      Matsumura, Lindsay Clare  and
      Correnti, Richard",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.7/",
    doi = "10.18653/v1/2020.bea-1.7",
    pages = "75--84"
}
@inproceedings{mathias-bhattacharyya-2020-neural,
    title = "Can Neural Networks Automatically Score Essay Traits?",
    author = "Mathias, Sandeep  and
      Bhattacharyya, Pushpak",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.8/",
    doi = "10.18653/v1/2020.bea-1.8",
    pages = "85--91"
}
@inproceedings{miaschi-etal-2020-tracking,
    title = "Tracking the Evolution of Written Language Competence in {L}2 {S}panish Learners",
    author = "Miaschi, Alessio  and
      Davidson, Sam  and
      Brunato, Dominique  and
      Dell{'}Orletta, Felice  and
      Sagae, Kenji  and
      Sanchez-Gutierrez, Claudia Helena  and
      Venturi, Giulia",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.9/",
    doi = "10.18653/v1/2020.bea-1.9",
    pages = "92--101"
}
@inproceedings{gao-etal-2020-distractor,
    title = "Distractor Analysis and Selection for Multiple-Choice Cloze Questions for Second-Language Learners",
    author = "Gao, Lingyu  and
      Gimpel, Kevin  and
      Jensson, Arnar",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.10/",
    doi = "10.18653/v1/2020.bea-1.10",
    pages = "102--114"
}
@inproceedings{gonzalez-lopez-etal-2020-assisting,
    title = "Assisting Undergraduate Students in Writing {S}panish Methodology Sections",
    author = "Gonz{\'a}lez-L{\'o}pez, Samuel  and
      Bethard, Steven  and
      Lopez-Lopez, Aurelio",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.11/",
    doi = "10.18653/v1/2020.bea-1.11",
    pages = "115--123"
}
@inproceedings{maxwelll-smith-etal-2020-applications,
    title = "Applications of Natural Language Processing in Bilingual Language Teaching: An {I}ndonesian-{E}nglish Case Study",
    author = "Maxwell-Smith, Zara  and
      Gonz{\'a}lez Ochoa, Sim{\'o}n  and
      Foley, Ben  and
      Suominen, Hanna",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.12/",
    doi = "10.18653/v1/2020.bea-1.12",
    pages = "124--134"
}
@inproceedings{riordan-etal-2020-empirical,
    title = "An empirical investigation of neural methods for content scoring of science explanations",
    author = "Riordan, Brian  and
      Bichler, Sarah  and
      Bradford, Allison  and
      King Chen, Jennifer  and
      Wiley, Korah  and
      Gerard, Libby  and
      C. Linn, Marcia",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.13/",
    doi = "10.18653/v1/2020.bea-1.13",
    pages = "135--144"
}
@inproceedings{ghosh-etal-2020-exploratory,
    title = "An Exploratory Study of Argumentative Writing by Young Students: A transformer-based Approach",
    author = "Ghosh, Debanjan  and
      Beigman Klebanov, Beata  and
      Song, Yi",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.14/",
    doi = "10.18653/v1/2020.bea-1.14",
    pages = "145--150"
}
@inproceedings{mayfield-black-2020-fine,
    title = "Should You Fine-Tune {BERT} for Automated Essay Scoring?",
    author = "Mayfield, Elijah  and
      Black, Alan W",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.15/",
    doi = "10.18653/v1/2020.bea-1.15",
    pages = "151--162"
}
@inproceedings{omelianchuk-etal-2020-gector,
    title = "{GECT}o{R} {--} Grammatical Error Correction: Tag, Not Rewrite",
    author = "Omelianchuk, Kostiantyn  and
      Atrasevych, Vitaliy  and
      Chernodub, Artem  and
      Skurzhanskyi, Oleksandr",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.16/",
    doi = "10.18653/v1/2020.bea-1.16",
    pages = "163--170"
}
@inproceedings{ehara-2020-interpreting,
    title = "Interpreting Neural {CWI} Classifiers' Weights as Vocabulary Size",
    author = "Ehara, Yo",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.17/",
    doi = "10.18653/v1/2020.bea-1.17",
    pages = "171--176"
}
@inproceedings{wang-etal-2020-automated,
    title = "Automated Scoring of Clinical Expressive Language Evaluation Tasks",
    author = "Wang, Yiyi  and
      Prud{'}hommeaux, Emily  and
      Asgari, Meysam  and
      Dolata, Jill",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.18/",
    doi = "10.18653/v1/2020.bea-1.18",
    pages = "177--185"
}
@inproceedings{cahill-etal-2020-context,
    title = "Context-based Automated Scoring of Complex Mathematical Responses",
    author = "Cahill, Aoife  and
      Fife, James H  and
      Riordan, Brian  and
      Vajpayee, Avijit  and
      Galochkin, Dmytro",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.19/",
    doi = "10.18653/v1/2020.bea-1.19",
    pages = "186--192"
}
@inproceedings{xue-etal-2020-predicting,
    title = "Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning",
    author = "Xue, Kang  and
      Yaneva, Victoria  and
      Runyon, Christopher  and
      Baldwin, Peter",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.20/",
    doi = "10.18653/v1/2020.bea-1.20",
    pages = "193--197"
}
@inproceedings{white-rozovskaya-2020-comparative,
    title = "A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction",
    author = "White, Max  and
      Rozovskaya, Alla",
    editor = "Burstein, Jill  and
      Kochmar, Ekaterina  and
      Leacock, Claudia  and
      Madnani, Nitin  and
      Pil{\'a}n, Ildik{\'o}  and
      Yannakoudakis, Helen  and
      Zesch, Torsten",
    booktitle = "Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications",
    month = jul,
    year = "2020",
    address = "Seattle, WA, USA {\textrightarrow} Online",
    publisher = "Association for Computational Linguistics",
    url = "https://preview.aclanthology.org/volume-fixes/2020.bea-1.21/",
    doi = "10.18653/v1/2020.bea-1.21",
    pages = "198--208"
}