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

Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor 2020-07 Association for Computational Linguistics Seattle, WA, USA → Online text conference publication bea-2020-innovative https://aclanthology.org/2020.bea-1.0/ Linguistic Features for Readability Assessment Tovly Deutsch author Masoud Jasbi author Stuart Shieber author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication deutsch-etal-2020-linguistic 10.18653/v1/2020.bea-1.1 https://aclanthology.org/2020.bea-1.1/ 2020-07 1 17 Using PRMSE to evaluate automated scoring systems in the presence of label noise Anastassia Loukina author Nitin Madnani author Aoife Cahill author Lili Yao author Matthew S Johnson author Brian Riordan author Daniel F McCaffrey author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication loukina-etal-2020-using 10.18653/v1/2020.bea-1.2 https://aclanthology.org/2020.bea-1.2/ 2020-07 18 29 Multiple Instance Learning for Content Feedback Localization without Annotation Scott Hellman author William Murray author Adam Wiemerslage author Mark Rosenstein author Peter Foltz author Lee Becker author Marcia Derr author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication hellman-etal-2020-multiple 10.18653/v1/2020.bea-1.3 https://aclanthology.org/2020.bea-1.3/ 2020-07 30 40 Complementary Systems for Off-Topic Spoken Response Detection Vatsal Raina author Mark Gales author Kate Knill author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication raina-etal-2020-complementary 10.18653/v1/2020.bea-1.4 https://aclanthology.org/2020.bea-1.4/ 2020-07 41 51 CIMA: A Large Open Access Dialogue Dataset for Tutoring Katherine Stasaski author Kimberly Kao author Marti A Hearst author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication stasaski-etal-2020-cima 10.18653/v1/2020.bea-1.5 https://aclanthology.org/2020.bea-1.5/ 2020-07 52 64 Becoming Linguistically Mature: Modeling English and German Children’s Writing Development Across School Grades Elma Kerz author Yu Qiao author Daniel Wiechmann author Marcus Ströbel author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication kerz-etal-2020-becoming 10.18653/v1/2020.bea-1.6 https://aclanthology.org/2020.bea-1.6/ 2020-07 65 74 Annotation and Classification of Evidence and Reasoning Revisions in Argumentative Writing Tazin Afrin author Elaine Lin Wang author Diane Litman author Lindsay Clare Matsumura author Richard Correnti author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication afrin-etal-2020-annotation 10.18653/v1/2020.bea-1.7 https://aclanthology.org/2020.bea-1.7/ 2020-07 75 84 Can Neural Networks Automatically Score Essay Traits? Sandeep Mathias author Pushpak Bhattacharyya author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication mathias-bhattacharyya-2020-neural 10.18653/v1/2020.bea-1.8 https://aclanthology.org/2020.bea-1.8/ 2020-07 85 91 Tracking the Evolution of Written Language Competence in L2 Spanish Learners Alessio Miaschi author Sam Davidson author Dominique Brunato author Felice Dell’Orletta author Kenji Sagae author Claudia Helena Sanchez-Gutierrez author Giulia Venturi author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication miaschi-etal-2020-tracking 10.18653/v1/2020.bea-1.9 https://aclanthology.org/2020.bea-1.9/ 2020-07 92 101 Distractor Analysis and Selection for Multiple-Choice Cloze Questions for Second-Language Learners Lingyu Gao author Kevin Gimpel author Arnar Jensson author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication gao-etal-2020-distractor 10.18653/v1/2020.bea-1.10 https://aclanthology.org/2020.bea-1.10/ 2020-07 102 114 Assisting Undergraduate Students in Writing Spanish Methodology Sections Samuel González-López author Steven Bethard author Aurelio Lopez-Lopez author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication gonzalez-lopez-etal-2020-assisting 10.18653/v1/2020.bea-1.11 https://aclanthology.org/2020.bea-1.11/ 2020-07 115 123 Applications of Natural Language Processing in Bilingual Language Teaching: An Indonesian-English Case Study Zara Maxwell-Smith author Simón González Ochoa author Ben Foley author Hanna Suominen author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication maxwelll-smith-etal-2020-applications 10.18653/v1/2020.bea-1.12 https://aclanthology.org/2020.bea-1.12/ 2020-07 124 134 An empirical investigation of neural methods for content scoring of science explanations Brian Riordan author Sarah Bichler author Allison Bradford author Jennifer King Chen author Korah Wiley author Libby Gerard author Marcia C. Linn author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication riordan-etal-2020-empirical 10.18653/v1/2020.bea-1.13 https://aclanthology.org/2020.bea-1.13/ 2020-07 135 144 An Exploratory Study of Argumentative Writing by Young Students: A transformer-based Approach Debanjan Ghosh author Beata Beigman Klebanov author Yi Song author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication ghosh-etal-2020-exploratory 10.18653/v1/2020.bea-1.14 https://aclanthology.org/2020.bea-1.14/ 2020-07 145 150 Should You Fine-Tune BERT for Automated Essay Scoring? Elijah Mayfield author Alan W Black author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication mayfield-black-2020-fine 10.18653/v1/2020.bea-1.15 https://aclanthology.org/2020.bea-1.15/ 2020-07 151 162 GECToR – Grammatical Error Correction: Tag, Not Rewrite Kostiantyn Omelianchuk author Vitaliy Atrasevych author Artem Chernodub author Oleksandr Skurzhanskyi author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication omelianchuk-etal-2020-gector 10.18653/v1/2020.bea-1.16 https://aclanthology.org/2020.bea-1.16/ 2020-07 163 170 Interpreting Neural CWI Classifiers’ Weights as Vocabulary Size Yo Ehara author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication ehara-2020-interpreting 10.18653/v1/2020.bea-1.17 https://aclanthology.org/2020.bea-1.17/ 2020-07 171 176 Automated Scoring of Clinical Expressive Language Evaluation Tasks Yiyi Wang author Emily Prud’hommeaux author Meysam Asgari author Jill Dolata author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication wang-etal-2020-automated 10.18653/v1/2020.bea-1.18 https://aclanthology.org/2020.bea-1.18/ 2020-07 177 185 Context-based Automated Scoring of Complex Mathematical Responses Aoife Cahill author James H Fife author Brian Riordan author Avijit Vajpayee author Dmytro Galochkin author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication cahill-etal-2020-context 10.18653/v1/2020.bea-1.19 https://aclanthology.org/2020.bea-1.19/ 2020-07 186 192 Predicting the Difficulty and Response Time of Multiple Choice Questions Using Transfer Learning Kang Xue author Victoria Yaneva author Christopher Runyon author Peter Baldwin author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication xue-etal-2020-predicting 10.18653/v1/2020.bea-1.20 https://aclanthology.org/2020.bea-1.20/ 2020-07 193 197 A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction Max White author Alla Rozovskaya author 2020-07 text Proceedings of the Fifteenth Workshop on Innovative Use of NLP for Building Educational Applications Jill Burstein editor Ekaterina Kochmar editor Claudia Leacock editor Nitin Madnani editor Ildikó Pilán editor Helen Yannakoudakis editor Torsten Zesch editor Association for Computational Linguistics Seattle, WA, USA → Online conference publication white-rozovskaya-2020-comparative 10.18653/v1/2020.bea-1.21 https://aclanthology.org/2020.bea-1.21/ 2020-07 198 208