Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies

NAACL 2022 The 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Proceedings of the Conference July 10-15, 2022 The NAACL organizers gratefully acknowledge the support from the following sponsors. Diamond Platinum Gold leading quantitative finance research firm. minds in the world to tackle some of the biggest Quantitative Research vacancies today. TODAY. TOMORROW. ERING SOMETHING UNDISCOVERED. gresearch.co.uk ii 6 Logotype: Modernizing a classic Primary logo Our logo is made up of two elements: the window shape and the type. These should not be altered or recreated. Send requests for the .eps artwork to email@tiaa.org. 6 Silver des high quality training datasets for ed AI training data labelilng services d academic institutions engaged in nce R&D and application research to processing (NLP), voice recognition thesis (TTS), and computer vision (CV). total solutions which cover automo- l networks, smart home automation, ce, involving smart customer service, machine translation, and many other ness@magicdatatech.com w.magicdatatech.com Contact Us Bronze D&I Champions D&I Contributors earch firm. of the biggest today. . SCOVERED. gresearch.co.uk iii D&I Allies iv ©2022 Association for Computational Linguistics Order copies of this and other ACL proceedings from: Association for Computational Linguistics (ACL) 209 N. Eighth Street Stroudsburg, PA 18360 USA Tel: +1-570-476-8006 Fax: +1-570-476-0860 acl@aclweb.org ISBN 978-1-955917-71-1 v Message from the General Chair Welcome to the 2022 meeting of the North American Association for Computational Linguistics! Due to the COVID-19 pandemic, NAACL-2021 was held virtually, and NAACL-2022 is the first major NLP conference that is run as an hybrid conference in North America. It is my pleasure to welcome many of you who are joining us in Seattle, as well as those who chose to participate in the conference virtually. COVID safety is important to us and we will do whatever we can to help you enjoy the in-person confe- rence despite the difficulties we all experience coming back to normality. At the same time, thanks to the virtual conference platform put together by Underline, we hope that our virtual attendees will experience the conference almost as if they are in Seattle and enjoy the conference. NAACL-2022 decided, along with ACL-2022, to experiment with a new reviewing process, based on “rolling review” (ARR). While we believe that, eventually, this process will converge to an efficient review process that would benefit our community, pioneering such a process is not without difficulties. This would not have been possible without the incredible effort, devotion, thoughtfulness, patience, and many work hours put by our program chairs, Marine Carpuat, Marie-Catherine de Marneffe, and Ivan Vladimir Meza Ruiz, and the help from the ACL-2022 program chairs, Smaranda Muresan, Preslav Nakov, Aline Villavicencio. This process necessitated developing a new software package to support our publication, an effort that was done in collaboration with ACL-2022, and I am thankful to Ryan Cotterell who led this effort. Among other innovations we installed in NAACL-2022 is a reproducibility track, where we attempted to incentivize authors to release models, code, and other information necessary to …

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