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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 Hits 1 – 19 of 19 1 Comprehensive Evaluation of Vocal Outcomes and Quality of Life after Total Laryngectomy and Voice Restoration with J-Flap and Tracheoesophageal Puncture Chung-Kan Tsao; Filippo Marchi; Chung-Jan Kang; Claudio Sampieri; Yi-An Lu; Shiang-Fu Huang; Yu-Ting Chen; Giorgio Giordano; Giorgio Peretti; Giampiero Parrinello; Andrea Iandelli; Tuan-Jen Fang In: Cancers; Volume 14; Issue 3; Pages: 544 (2022) BASE Show details 2 Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ... Xie, Yuqing; Lai, Yi-an; Xiong, Yuanjun; Zhang, Yi; Soatto, Stefano. - : arXiv, 2021 Abstract: Behavior of deep neural networks can be inconsistent between different versions. Regressions during model update are a common cause of concern that often over-weigh the benefits in accuracy or efficiency gain. This work focuses on quantifying, reducing and analyzing regression errors in the NLP model updates. Using negative flip rate as regression measure, we show that regression has a prevalent presence across tasks in the GLUE benchmark. We formulate the regression-free model updates into a constrained optimization problem, and further reduce it into a relaxed form which can be approximately optimized through knowledge distillation training method. We empirically analyze how model ensemble reduces regression. Finally, we conduct CheckList behavioral testing to understand the distribution of regressions across linguistic phenomena, and the efficacy of ensemble and distillation methods. ... : 13 pages, 3 figures, Accepted at ACL 2021 main conference ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences URL: https://dx.doi.org/10.48550/arxiv.2105.03048 https://arxiv.org/abs/2105.03048 BASE Hide details 3 Efficient Domain Adaptation of Language Models via Adaptive Tokenization ... The 2021 Conference on Empirical Methods in Natural Language Processing 2021; ., Yi-An; Kessler, Jason. - : Underline Science Inc., 2021 BASE Show details 4 Regression Bugs Are In Your Model! Measuring, Reducing and Analyzing Regressions In NLP Model Updates ... The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021; ., Yi-An; Soatto, Stefano. - : Underline Science Inc., 2021 BASE Show details 5 The Sinitic Nominal Phrase Structure: A Minimalist Perspective Lin, Yi-An. - : University of Cambridge, 2018. : Faculty of Modern and Medieval Languages / Department of Linguistics, 2018. : St. Catharine's College, 2018 BASE Show details 6 Sleep-Disordered Breathing and Cardiovascular Correlates in College Football Players Kim, Jonathan H.; Hollowed, Casey; Irwin-Weyant, Morgan. - 2017 BASE Show details 7 Cross Cultural Relationships of Depression, Attachment Styles, and Quality of Romantic Relationships: Cultural Difference between Taiwanese/Chinese and American College Students Burleson, Yi-An Lo. - : West Virginia University, 2013 BASE Show details 8 A study on Taiwanese international students and Taiwanese American students: The interface between naming and identity Chen, Yi-An. - : San Jose State University, 2013 BASE Show details 9 A Study on Taiwanese International Students and Taiwanese American Students: The Interface between Naming and Identity Chen, Yi-An In: Master's Theses (2012) BASE Show details 10 The Sinitic Nominal Phrase Structure: A Minimalist Perspective ... Lin, Yi-An. - : Apollo - University of Cambridge Repository, 2010 BASE Show details 11 Mining frequent trajectory patterns in spatial–temporal databases Lee, Anthony J T; Chen, Yi-An; Ip, Weng-Chong In: Information sciences. - New York, NY : Elsevier Science Inc. 179 (2009) 13, 2218-2231 OLC Linguistik Show details 12 Reflection on the agreement and tense omission model of specific language impairment: a corpus-based study Lin, Yi-An In: Newcastle working papers in linguistics. - Newcastle upon Tyne : Univ. 12-13 (2006-2007), 137-145 BLLDB Show details 13 Reflection on the agreement and tense omission model of specific language impairment : a corpus-based study Lin, Yi-An In: Newcastle working papers in linguistics (Newcastle, 2006-2007), 12/13 ; 137-145 MPI für Psycholinguistik Show details 14 www.joveneslinguistas.org A Probe-Goal Approach to Parametric Differences in Nominal Phrases Yi-an Lin In: http://www.udg.edu/portals/3/ajl/lin_yi-an.pdf BASE Show details 15 The De-marked Modification Structure in Mandarin Chinese Yi-an Lin In: https://naccl.osu.edu/sites/naccl.osu.edu/files/NACCL-22_2_49_lin.pdf BASE Show details 16 REFLECTION ON THE AGREEMENT AND TENSE OMISSION MODEL OF SPECIFIC LANGUAGE IMPAIRMENT: A CORPUS-BASED STUDY* Yi-an Lin In: http://www.ncl.ac.uk/linguistics/assets/documents/YI-AN.LIN-FT.pdf BASE Show details 17 Cambridge Occasional Papers in Linguistics 4: XXX Elliott Lash; Yi An Li; Thomas Rainsford (eds... In: http://www.ling.cam.ac.uk/copil/papers/4-biberauer.pdf BASE Show details 18 On Grammatical Errors in English SLI Children: A Corpus-based Study Yi-an Lin In: http://www.lingref.com/cpp/galana/2/paper1565.pdf BASE Show details 19 HOW WILL WE STUDY THE RELATIONSHIP IN RELATIONSHIP MARKETING? ; Marketing And Management Sciences YI-AN CHUANG BASE Show details

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