Editorial: Perspectives for natural language processing between AI, linguistics and cognitive science by Alessandro Lenci, Sebastian Padó

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Generating Artificial Error Data for Indonesian Preposition Error Corrections by Budi Irmawati, Hiroyuki Shindo, Yuji Matsumoto

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Enabling text comprehensibility assessment for people with intellectual disabilities using a mobile application by Andreas Säuberli, Silvia Hansen-Schirra, Franz Holzknecht, Silke Gutermuth, Silvana Deilen, Laura Schiffl, Sarah Ebling

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Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing by Barzilay, Regina, Zhang, Yuan

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Passive and pervasive use of a bilingual dictionary in statistical machine translation by Tan, Liling, Josef van Genabith, Bond, Francis

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The Searchbench - Combining Sentence-semantic, Full-text and Bibliographic Search in Digital Libraries by Ulrich Schäfer, Bernd Kiefer, Christian Spurk, Jörg Steffen, Rui Wang, Benjamin Weitz, Magdalena Wolska

“…To showcase the usefulness of our research, we have a applied it to a collection of currently approx. 25,000 open access research papers in the field of computational linguistics and language technology, the ACL Anthology ( http://aclweb.org/anthology). …”
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Report on the 2015 NSF Workshop on Unified Annotation Tooling by Finlayson, Mark Alan

“…Importantly, we identified annotation project managers in computational linguistics as the key recipients and users of any solution, thereby succinctly addressing questions about the scope and audience of potential solutions. …”
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Investigating Novel Verb Learning in BERT: Selectional Preference Classes and Alternation-Based Syntactic Generalization by Thrush, Tristan, Wilcox, Ethan, Levy, Roger

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Reinforcement Learning for Mapping Instructions to Actions by Branavan, Satchuthanan R., Chen, Harr, Zettlemoyer, Luke S., Barzilay, Regina

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How granularity of orthography-phonology mappings affect reading development : evidence from a computational model of English word reading and spelling by Lim, Alfred, O’Brien, Beth A., Onnis, Luca

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Informatization and Logical Semantic Deduction of Chinese Nouns and Verbs by Wang Tao

“…This could contribute to Chinese computational linguistics and international Chinese teaching…”
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Special Issue on Machine Learning and Natural Language Processing by Maxim Mozgovoy, Calkin Suero Montero

“…The task of processing natural language automatically has been on the radar of researchers since the dawn of computing, fostering the rise of fields such as computational linguistics and human–language technologies [...]…”
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Learning to refine text based recommendations by Gu, Youyang, Lei, Tao, Barzilay, Regina, Jaakkola, Tommi

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Structured Planning and Debugging: A Linguistic Theory of Design by Goldstein, Ira P., Miller, Mark L.

“…(The ATN [Woods 1970] is a simple yet powerful formalism which has been effectively utilized in computational linguistics.)…”
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Semantic parsing with semi-supervised sequential autoencoders by Kočiský, T, Melis, G, Grefenstette, E, Dyer, C, Ling, W, Blunsom, P, Hermann, K

Analysing Deception in Witness Memory through Linguistic Styles in Spontaneous Language by Sara Solà-Sales, Chiara Alzetta, Carmen Moret-Tatay, Felice Dell’Orletta

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The value of necropsy reports for animal health surveillance by Susanne Küker, Celine Faverjon, Lenz Furrer, John Berezowski, Horst Posthaus, Fabio Rinaldi, Flavie Vial

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Structural Supervision Improves Few-Shot Learning and Syntactic Generalization in Neural Language Models by Wilcox, Ethan, Qian, Peng, Futrell, Richard, Kohita, Ryosuke, Levy, Roger, Ballesteros, Miguel

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Unsupervised multilingual grammar induction by Snyder, Benjamin, Naseem, Tahira, Barzilay, Regina

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In-domain relation discovery with meta-constraints via posterior regularization by Chen, Harr, Benson, Edward Oscar, Naseem, Tahira, Barzilay, Regina

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