First Call for Papers
The 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA17)
Seattle/Hybrid
Thursday, July 14 or Friday, July 15, 2022 (TBD)
(co-located with NAACL 2022)
https://sig-edu.org/bea/current
Submission Deadline: Friday, April 1, 2022, 11:59pm UTC-12
WORKSHOP DESCRIPTION
The BEA Workshop is a leading venue for NLP innovation in the context of educational applications. It is one of the largest one-day workshops in the ACL community with over 100 registered attendees in the past several years. The growing interest in educational applications and a diverse community of researchers involved resulted in the creation of the Special Interest Group in Educational Applications (SIGEDU) in 2017, which currently has 240 members.
The workshop’s continuing growth highlights the alignment between societal needs and technological advances: for instance, BEA16 in 2021 hosted a panel discussion on New Challenges for Educational Technology in the Time of the Pandemic addressing the pressing issues around COVID19. NLP capabilities can now support an array of learning domains, including writing, speaking, reading, science, and mathematics, as well as the related intra-personal (e.g., self-confidence) and inter-personal (e.g., peer collaboration) skills. Within these areas, the community continues to develop and deploy innovative NLP approaches for use in educational settings. Another breakthrough for educational applications within the CL community is the presence of a number of shared-task competitions organized by the BEA workshop over the past several years, including four shared tasks on grammatical error detection and correction alone. NLP/Education shared tasks have also seen new areas of research, such as the Automated Evaluation of Scientific Writing at BEA11, Native Language Identification at BEA12, Second Language Acquisition Modelling at BEA13, and Complex Word Identification at BEA13. These competitions increased the visibility of, and interest in, our field.
The 17th BEA workshop will have keynotes by Burr Settles (Duolingo) and Alexandra Cristea (University of Durham), an invited paper presentation by a member of one of the educational societies from the International Alliance to Advance Learning in the Digital Era (IAALDE), oral presentation sessions, a large poster session to maximize the amount of original work presented, and a panel discussion to encourage interaction between workshop participants. We expect that the workshop will continue to highlight novel technologies and opportunities for educational NLP in English as well as other languages. The workshop will solicit both full papers and short papers for either oral or poster presentation.
We will solicit papers that incorporate NLP methods, including, but not limited to:
automated scoring of open-ended textual and spoken responses;
automated scoring/evaluation for written student responses (across multiple genres);
game-based instruction and assessment;
educational data mining;
intelligent tutoring;
collaborative learning environments;
peer review;
grammatical error detection and correction;
learner cognition;
spoken dialog;
multimodal applications;
annotation standards and schemas;
tools and applications for classroom teachers, learners and/or test developers; and
use of corpora in educational tools.
INVITED TALKS
Burr Settles, Duolingo
Burr Settles is Research Director at Duolingo, the world’s largest language-learning platform. He is also the author of “Active Learning,” a text on adaptive machine learning algorithms. His research has been published in Cognitive Science, NeurIPS, ICML, ACL, EMNLP, AAAI, and KDD, and has been covered by The New York Times, Forbes, WIRED, and the BBC. Previously, Burr was a postdoc at Carnegie Mellon and earned a PhD from UW-Madison.
Alexandra Cristea, University of Durham
Alexandra I. Cristea is Professor, Deputy Head, Director of Research and Head of the Artificial Intelligence in Human Systems research group in the Department of Computer Science at Durham University. She is also an Advisory Board Member at the Ustinov College, the N8 CIR Digital Humanities team lead for Durham, and an Honorary Professor at the Computer Science Department, Warwick University. Her research includes web science, learning analytics, user modelling and personalisation, semantic web, social web, authoring. Her work on frameworks for adaptive systems has especially influenced many researchers and is highly cited.
Ambassador paper
James Fiacco, Carnegie Mellon University (ISLS 2021)
IMPORTANT DATES
All deadlines are 11.59 pm UTC-12 (anywhere on earth).
Submission Deadline: Friday, April 1, 2022
Notification of Acceptance: Friday, May 6, 2022
Camera-ready Papers Due: Friday, May 20, 2022
Workshop: Thursday, July 14 or Friday, July 15, 2022 (TBD)
SUBMISSION INFORMATION
We will be using the NAACL Submission Guidelines for the BEA Workshop this year. Authors are invited to submit a long paper of up to eight (8) pages of content, plus unlimited references; final versions of long papers will be given one additional page of content (up to 9 pages) so that reviewers’ comments can be taken into account. We also invite short papers of up to four (4) pages of content, plus unlimited references. Upon acceptance, short papers will be given five (5) content pages in the proceedings. Authors are encouraged to use this additional page to address reviewers’ comments in their final versions. Papers which describe systems are also invited to give a demo of their system. If you would like to present a demo in addition to presenting the paper, please make sure to select either “long paper + demo” or “short paper + demo” under “Submission Category” in the START submission page.
Previously published papers cannot be accepted. The submissions will be reviewed by the program committee. As reviewing will be blind, please ensure that papers are anonymous. Self-references that reveal the author’s identity, e.g., “We previously showed (Smith, 1991) …”, should be avoided. Instead, use citations such as “Smith previously showed (Smith, 1991) …”.
We have also included conflict of interest in the submission form. You should mark all potential reviewers who have been authors on the paper, are from the same research group or institution, or who have seen versions of this paper or discussed it with you.
We will be using the START conference system to manage submissions: https://www.softconf.com/naacl2022/BEA2022/
DOUBLE SUBMISSION POLICY
We will follow the official ACL double-submission policy. Specifically:
Papers being submitted both to BEA and another conference or workshop must:
● Note on the title page the other conference or workshop to which they are being submitted.
● State on the title page that if the authors choose to present their paper at BEA (assuming it was accepted), then the paper will be withdrawn from other conferences and workshops.
ORGANIZING COMMITTEE
Ekaterina Kochmar, University of Bath
Jill Burstein, Duolingo
Andrea Horbach, University Duisburg-Essen
Ronja Laarmann-Quante, University of Duisburg-Essen
Nitin Madnani, Educational Testing Service
Anaïs Tack, Stanford University
Victoria Yaneva, National Board of Medical Examiners
Zheng Yuan, University of Cambridge
Torsten Zesch, University of Duisburg-Essen
Workshop contact email address: bea.nlp....@gmail.com
PROGRAM COMMITTEE
Tazin Afrin, University of Pittsburgh
Lars Ahrenberg, Linköping University
David Alfter, Université catholique de Louvain
Dimitris Alikaniotis, Grammarly
Jason Angel, IPN - Computing Research Center
Piper Armstrong, Brigham Young University
Timo Baumann, Universität Hamburg
Kay Berkling, Cooperative State University, Germany
Lee Becker, Educational Testing Service
Beata Beigman Klebanov, ETS
Lisa Beinborn, Vrije Universiteit Amsterdam
Marie Bexte, University of Duisburg-Essen
Suma Bhat, Univ. of Illinois at Urbana-Champaign
Daniel Brenner, ETS
Dominique Brunato, Institute for computational linguistics, cnr, pisa
Chris Bryant, University of Cambridge
Andrew Caines, University of Cambridge
Dumitru-Clementin Cercel, University Politehnica of Bucharest
Mei-Hua Chen, Department of Foreign Languages and Literature, Tunghai University
Guanliang Chen, Monash University
Leshem Choshen, Hebrew University of Jerusalem
Mark Core, University of Southern California
Scott Crossley, Georgia State Unviersity
Orphee De Clercq, LT3, Ghent University
Kordula De Kuthy, University of Tübingen
Carrie Demmans Epp, University of Alberta
Elisa Di Nuovo, University of Turin
Yuning Ding, FernUniversität in Hagen
Yo Ehara, Tokyo Gakugei University
Noureddine Elouazizi, Faculty of Science, UBC
Mariano Felice, University of Cambridge
Michael Flor, Educational Testing Service
Anette Frank, Heidelberg University
Thomas François, UCLouvain
Jennifer-Carmen Frey, Institute for Applied Linguistics, Eurac Research
Michael Gamon, Microsoft Research
Lingyu Gao, Toyota Technological Institute at Chicago
Samuel González-López, Technological University of Nogales
Cyril Goutte, National Research Council Canada
Floriana Grasso, University of Liverpool
Masato Hagiwara, Octanove Labs
Na-Rae Han, University of Pittsburgh
Jiangang Hao, Educational Testing Service
Nicolas Hernandez, Université de Nantes
Chung-Chi Huang, Frostburg State University
Yi-Ting Huang, Sinica Academia
Radu Tudor Ionescu, University of Bucharest
Richard Johansson, University of Gothenburg
Lis Kanashiro Pereira, Ochanomizu University
Elma Kerz, RWTH Aachen University
Ekaterina Kochmar, University of Bath
Mamoru Komachi, Tokyo Metropolitan University
Sandra Kuebler, Indiana University
Ritesh Kumar , Dr. Bhimrao Ambedkar University
Kristopher Kyle, University of Oregon
Ji-Ung Lee, UKP, Technical University of Darmstadt
Hang Li, TAL Education Group
Diane Litman, University of Pittsburgh
Yudong Liu, Western Washington University
Peter Ljunglöf, University of Gothenburg
Anastassia Loukina, Grammarly
Lieve Macken, Language and Translation Technology Team
Irina Maslowski, non-affiliated
Sandeep Mathias, Presidency University
Janet Mee, National Board of Medical Examiners
Beata Megyesi, Uppsala University
Detmar Meurers, Universität Tübingen
Alessio Miaschi, University of Pisa / Institute for Computational Linguistics (ILC-CNR), Pisa
Masato Mita, RIKEN AIP
Sungjin Nam, ACT, Inc
Diane Napolitano, Associated Press
Kamel Nebhi, Education First
Hwee Tou Ng, National University of Singapore
Huy Nguyen, Data Scientist at Amazon
Robert Östling, Department of Linguistics, Stockholm University
Ulrike Pado, HFT Stuttgart
Barbara Plank, IT University of Copenhagen
Mengyang Qiu, University at Buffalo
Martí Quixal, University of Tübingen
Vipul Raheja, Grammarly
Lakshmi Ramachandran, Amazon
Hanumant Redkar, IIT Bombay, Mumbai
Robert Reynolds, Brigham Young University
Frankie Robertson, University of Jyväskylä
Alla Rozovskaya, City University of New York
C. Anton Rytting, University of Maryland, College Park
Katherine Stasaski, UC Berkeley
Helmer Strik, Radboud University, Nijmegen, The Netherlands
Jan Švec, University of West Bohemia
Anaïs Tack, Stanford University
Shalaka Vaidya, NYU
Giulia Venturi, Institute of Computational Linguistics “A. Zampolli” (ILC-CNR), Pisa, Italy
Naresh Verma, Washington Adventist University
Carl Vogel
Elena Volodina, University of Gothenburg, Sweden
Xinyu Wang, Riiid Labs
Hongfei Wang, Tokyo Metropolitan University
Yiyi Wang, RWS Group (Language Weaver)
Zarah Weiss, University of Tübingen
Michael White, The Ohio State University
David Wible
Alistair Willis, The Open University, UK
Yunkai Xiao, North Carolina State University
Yiqiao Xu, North Carolina State University
Zheng Yuan, University of Cambridge
Marcos Zampieri, Rochester Institute of Technology
Klaus Zechner, ETS
Fabian Zehner, DIPF / Leibniz Institute for Research and Information in Education
Qingyu Zhou, Tencent
Second Call for Papers
The 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA17)
Seattle/Hybrid
Friday, July 15, 2022
Workshop: Friday, July 15, 2022
Deadline EXTENDED: Friday, April 8, 2022, 11:59pm UTC-12
The 17th Workshop on Innovative Use of NLP for Building Educational Applications (BEA17)
Seattle/Hybrid
Friday, July 15, 2022
(co-located with NAACL 2022)
Submission Deadline: Friday, April 1 April 8, 2022, 11:59pm UTC-12
Note: these dates are still preliminary and may change. All deadlines are 11.59 pm UTC-12 (anywhere on earth).
Submission Deadline: Friday, April 1 April 8, 2022
Carl Vogel, Trinity College Dublin
Elena Volodina, University of Gothenburg, Sweden
Xinyu Wang, Riiid Labs
Hongfei Wang, Tokyo Metropolitan University
Yiyi Wang, RWS Group (Language Weaver)
Zarah Weiss, University of Tübingen
Michael White, The Ohio State University
David Wible, National Central University, Taiwan