Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks by Aakanksha Naik, Jill Lehman, Carolyn Rosé

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Individual Acceptance of Using Health Data for Private and Public Benefit: Changes During the COVID-19 Pandemic by Frederic Gerdon, Helen Nissenbaum, Ruben L. Bach, Frauke Kreuter, Stefan Zins

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Grammar Error Correction in Morphologically Rich Languages: The Case of Russian by Rozovskaya, Alla, Roth, Dan

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Finite-State Text Processing by Aniello De Santo

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Rejoinder: The Emerging Role of Data Science in Cybersecurity by Alfred Hero, Soummya Kar, Jose Moura, Joshua Neil, H. Vincent Poor, Melissa Turcotte, Bowei Xi

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Identifying and Avoiding Confusion in Dialogue with People with Alzheimer's Disease by Hamidreza Chinaei, Leila Chan Currie, Andrew Danks, Hubert Lin, Tejas Mehta, Frank Rudzicz

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Tractable Parsing for CCGs of Bounded Degree by Lena Katharina Schiffer, Marco Kuhlmann, Giorgio Satta

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The Capstone in Everyone’s Delivery Room: Placing ‘Practice’ at the Center of Data Science Education by Antonietta Mira, Ernst Wit

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Understanding and Detecting Hallucinations in Neural Machine Translation via Model Introspection by Weijia Xu, Sweta Agrawal, Eleftheria Briakou, Marianna J. Martindale, Marine Carpuat

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Statistics and Data Science for Cybersecurity by Alfred Hero, Soummya Kar, Jose Moura, Joshua Neil, H. Vincent Poor, Melissa Turcotte, Bowei Xi

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How reliable are unsupervised author disambiguation algorithms in the assessment of research organization performance? by Giovanni Abramo, Ciriaco Andrea D’Angelo

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The topology, stability, and instability of learning-induced brain network repertoires in schizophrenia by Emmanuel D. Meram, Shahira Baajour, Asadur Chowdury, John Kopchick, Patricia Thomas, Usha Rajan, Dalal Khatib, Caroline Zajac-Benitez, Luay Haddad, Alireza Amirsadri, Jeffrey A. Stanley, Vaibhav A. Diwadkar

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Neural Network Methods for Natural Language Processing by Yang Liu, Meng Zhang

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The gender gap in highly prestigious international research awards, 2001–2020 by Lokman I. Meho

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Recategorising research: Mapping from FoR 2008 to FoR 2020 in Dimensions by Simon J. Porter, Lezan Hawizy, Daniel W. Hook

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Citation metrics covary with researchers’ assessments of the quality of their works by Dag W. Aksnes, Fredrik Niclas Piro, Lone Wanderås Fossum

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Erratum: Annotation Curricula to Implicitly Train Non-Expert Annotators by Ji-Ung Lee, Jan-Christoph Klie, Iryna Gurevych

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How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context by Lau, Jey Han, Armendariz, Carlos, Lappin, Shalom, Purver, Matthew, Shu, Chang

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The Role of Research in Data Science Education by Anne Mykland

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Editorial: Focus feature on consciousness and cognition by Randy McIntosh, Sean Hill, Olaf Sporns

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