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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Page: 1 2 3 4 5 6 Hits 1 – 20 of 118 1 Goldilocks: Just-Right Tuning of BERT for Technology-Assisted Review ... Yang, Eugene; MacAvaney, Sean; Lewis, David D.; Frieder, Ophir. - : arXiv, 2021 Abstract: Technology-assisted review (TAR) refers to iterative active learning workflows for document review in high recall retrieval (HRR) tasks. TAR research and most commercial TAR software have applied linear models such as logistic regression to lexical features. Transformer-based models with supervised tuning are known to improve effectiveness on many text classification tasks, suggesting their use in TAR. We indeed find that the pre-trained BERT model reduces review cost by 10% to 15% in TAR workflows simulated on the RCV1-v2 newswire collection. In contrast, we likewise determined that linear models outperform BERT for simulated legal discovery topics on the Jeb Bush e-mail collection. This suggests the match between transformer pre-training corpora and the task domain is of greater significance than generally appreciated. Additionally, we show that just-right language model fine-tuning on the task collection before starting active learning is critical. Too little or too much fine-tuning hinders performance, ... : 6 pages, 1 figure, accepted at ECIR 2022 ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; Information Retrieval cs.IR URL: https://dx.doi.org/10.48550/arxiv.2105.01044 https://arxiv.org/abs/2105.01044 BASE Hide details 2 On-demand HIV pre-exposure prophylaxis: what are the healthcare workers barriers to delivery in a culturally and linguistically diverse population? Power, Melissa; Lewis, David A; Richardson, Daniel. - : BMJ Publishing Group Ltd, 2020 BASE Show details 3 Copyright and the reuse of translation as data Moorkens, Joss; Lewis, David In: Moorkens, Joss orcid:0000-0003-0766-0071 and Lewis, David orcid:0000-0002-3503-4644 (2019) Copyright and the reuse of translation as data. In: O'Hagan, Minako, (ed.) The Routledge Handbook of Translation and Technology. Routledge Translation Handbooks . Routledge, Abingdon, UK, pp. 469-481. ISBN 9781138232846 (2019) BASE Show details 4 Copyright and the re-use of translation as data Lewis, David. - 2019 BASE Show details 5 Translation of Markovnikov’s Magistr Khimii Dissertation: A Progress Report Davis, Alexander R.; Lewis, David E.. - 2017 BASE Show details 6 Translation resources and translator disempowerment Moorkens, Joss; Lewis, David; Reijers, Wessel... In: Moorkens, Joss orcid:0000-0003-0766-0071 , Lewis, David orcid:0000-0002-3503-4644 , Reijers, Wessel orcid:0000-0003-2505-1587 , Vanmassenhove, Eva orcid:0000-0003-1162-820X and Way, Andy orcid:0000-0001-5736-5930 (2016) Translation resources and translator disempowerment. In: Tenth International Conference on Language Resources and Evaluation (LREC 2016), 24 - 28 May 2016, Portorož, Slovenia. ISBN 978-2-9517408-9-1 (2016) BASE Show details 7 An empirical study of segment prioritization for incrementally retrained post-editing-based SMT Maldonado Guerra, Alfredo; Ankit, Srivastava; Way, Andy... In: Du, Jinhua orcid:0000-0002-3267-4881 , Ankit, Srivastava, Way, Andy orcid:0000-0001-5736-5930 , Maldonado Guerra, Alfredo orcid:0000-0001-8426-5249 and Lewis, David orcid:0000-0002-3503-4644 (2015) An empirical study of segment prioritization for incrementally retrained post-editing-based SMT. In: The Fifteenth MT Summit Conference, 30 Oct-3 Nov 2015, Miami, FL, USA. (2015) BASE Show details 8 Developments in Whistleblowing Research 2015 Lewis, David; Vandekerckhove, Wim. - : International Whistleblowing Research Network, 2015 BASE Show details 9 A Brief Survey of Multimedia Annotation Localisation on the Web of Linked Data ; 3rd Workshop on Linked Data in Linguistics: Multilingual Knowledge Resources and Natural Language Processing LEWIS, DAVID. - : ELRA, 2014 BASE Show details 10 Internationalization Tag Set (ITS) Version 2.0 Filip, David; McCance, Shaun; Lewis, David. - : W3C, 2014 BASE Show details 11 The key to protection: civil and employment law remedies Lewis, David; Devine, Tom; Harpur, Paul. - : Edward Elgar Publishing, 2014 BASE Show details 12 Generalizing ITS as an Interoperable Annotation Technique for Global Intelligent Content LEWIS, DAVID; O'CONNOR, ALEXANDER; BRENNAN, ROB. - 2013 BASE Show details 13 Linking localisation and language resources ; Linked Data in Linguistics Lawless, Seamus; Lewis, David. - : Springer-Verlag LNCS, 2012 BASE Show details 14 A Semantic Model for Integrated Content Management, Localisation and Language Technology Processing ; 2nd Workshop on the Multilingual Semantic Web LEWIS, DAVID; O'CONNOR, ALEXANDER; JONES, DOMINIC HUGH. - 2011 BASE Show details 15 Truth in fiction Lewis, David K. In: Arguing about language (New York, 2010), p. 561-572 MPI für Psycholinguistik Show details 16 Languages and language Lewis, David K. In: Arguing about language (New York, 2010), p. 225-245 MPI für Psycholinguistik Show details 17 Languages and language Lewis, David In: Semantics (London, 2009), p. 142-167 MPI für Psycholinguistik 18 Score keeping in a language game Lewis, David In: Pragmatics, thought, and some contemporary issues (London, 2009), p. 33-50 MPI für Psycholinguistik 19 Web service integration for next generation localisation Schäler, Reinhard; Lewis, David; Etzioni, Zohar... In: Lewis, David orcid:0000-0002-3503-4644 , Curran, Stephen, Feeney, Kevin, Etzioni, Zohar, Keeney, John, Way, Andy orcid:0000-0001-5736-5930 and Schäler, Reinhard (2009) Web service integration for next generation localisation. In: SETQA-NLP 2009 - Workshop on Software Engineering, Testing, and Quality Assurance for Natural Language Processing, 5 June 2009, Boulder, Colorado, USA. (2009) BASE Show details 20 Convention : A Philosophical Study Lewis, David [Verfasser]. - New York, NY : John Wiley & Sons, 2008 DNB Subject Category Language Show details Page: 1 2 3 4 5 6

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