The Arc of the Data Scientific Universe by David Leslie

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Annotation Error Detection: Analyzing the Past and Present for a More Coherent Future by Jan-Christoph Klie, Bonnie Webber, Iryna Gurevych

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Widening Access to Applied Machine Learning with TinyML by Vijay Janapa Reddi, Brian Plancher, Susan Kennedy, Laurence Moroney, Pete Warden, Lara Suzuki, Anant Agarwal, Colby Banbury, Massimo Banzi, Matthew Bennett, Benjamin Brown, Sharad Chitlangia, Radhika Ghosal, Sarah Grafman, Rupert Jaeger, Srivatsan Krishnan, Maximilian Lam, Daniel Leiker, Cara Mann, Mark Mazumder, Dominic Pajak, Dhilan Ramaprasad, J. Evan Smith, Matthew Stewart, Dustin Tingley

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The Musical Abilities, Pleiotropy, Language, and Environment (MAPLE) Framework for Understanding Musicality-Language Links Across the Lifespan by Srishti Nayak, Peyton L. Coleman, Enikő Ladányi, Rachana Nitin, Daniel E. Gustavson, Simon E. Fisher, Cyrille L. Magne, Reyna L. Gordon

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Survey of Low-Resource Machine Translation by Barry Haddow, Rachel Bawden, Antonio Valerio Miceli Barone, Jindřich Helcl, Alexandra Birch

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Dynamic rewiring of electrophysiological brain networks during learning by Paolo Ruggeri, Jenifer Miehlbradt, Aya Kabbara, Mahmoud Hassan

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Two Regimes of Prison Data Collection by Kaneesha R. Johnson

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Predicting mobility and research performance of the faculty members in the economics departments at Turkish public universities by Tolga Yuret

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Research on Intelligent Organization and Application of Multi-source Heterogeneous Knowledge Resources for Energy Internet by Wang Yuxuan, Luo Liqun, Li Guangjian

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Representation of Linguistic Form and Function in Recurrent Neural Networks by Ákos Kádár, Grzegorz Chrupała, Afra Alishahi

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Consistency and Variability in Children’s Word Learning Across Languages by Mika Braginsky, Daniel Yurovsky, Virginia A. Marchman, Michael C. Frank

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A Note on Knowing David Cox by Vernon Farewell

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Greedy Transition-Based Dependency Parsing with Stack LSTMs by Miguel Ballesteros, Chris Dyer, Yoav Goldberg, Noah A. Smith

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Harmonization-Information Trade-Offs for Sharing Individual Participant Data in Biomedicine by Abel Torres-Espín, Adam R Ferguson

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A Notion of Semantic Coherence for Underspecified Semantic Representation by Mehdi Manshadi, Daniel Gildea, James F. Allen

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Unsupervised Discourse Constituency Parsing Using Viterbi EM by Nishida, Noriki, Nakayama, Hideki

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Does Syntax Need to Grow on Trees? Sources of Hierarchical Inductive Bias in Sequence-to-Sequence Networks by McCoy, R. Thomas, Frank, Robert, Linzen, Tal

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Indicators of research circulation: Localization and internationalization under scrutiny—The Cuyo Manual and its exploratory case study in Argentina by Víctor Algañaraz, Flavia Prado, M. Pía Rossomando

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Evaluating Personalized (N-of-1) Trials in Rare Diseases: How Much Experimentation Is Enough? by Ken Cheung, Hiroshi Mitsumoto

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Causal Inference in Natural Language Processing: Estimation, Prediction, Interpretation and Beyond by Amir Feder, Katherine A. Keith, Emaad Manzoor, Reid Pryzant, Dhanya Sridhar, Zach Wood-Doughty, Jacob Eisenstein, Justin Grimmer, Roi Reichart, Margaret E. Roberts, Brandon M. Stewart, Victor Veitch, Diyi Yang

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