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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 – 5 of 5 1 AutoNLU: Detecting, root-causing, and fixing NLU model errors ... Sethi, Pooja; Savenkov, Denis; Arabshahi, Forough; Goetz, Jack; Tolliver, Micaela; Scheffer, Nicolas; Kabul, Ilknur; Liu, Yue; Aly, Ahmed. - : arXiv, 2021 Abstract: Improving the quality of Natural Language Understanding (NLU) models, and more specifically, task-oriented semantic parsing models, in production is a cumbersome task. In this work, we present a system called AutoNLU, which we designed to scale the NLU quality improvement process. It adds automation to three key steps: detection, attribution, and correction of model errors, i.e., bugs. We detected four times more failed tasks than with random sampling, finding that even a simple active learning sampling method on an uncalibrated model is surprisingly effective for this purpose. The AutoNLU tool empowered linguists to fix ten times more semantic parsing bugs than with prior manual processes, auto-correcting 65% of all identified bugs. ... : 8 pages, 5 figures ... Keyword: Computation and Language cs.CL; FOS Computer and information sciences; I.2.7; Machine Learning cs.LG URL: https://arxiv.org/abs/2110.06384 https://dx.doi.org/10.48550/arxiv.2110.06384 BASE Hide details 2 A Novel Scheme for Speaker Recognition Using a Phonetically-Aware Deep Neural Network Lei, Yun; Scheffer, Nicolas; Ferrer, Luciana... In: DTIC (2014) BASE Show details 3 The SRI NIST 2010 Speaker Recognition Evaluation System (PREPRINT) Scheffer, Nicolas; Ferrer, Luciana; Graciarena, Martin... In: DTIC (2011) BASE Show details 4 State-of-the-art performance in text-independent speaker verification through open-source software Scheffer, Nicolas; Fauve, Benoît G. B.; Mason, John S. D.... In: Institute of Electrical and Electronics Engineers. IEEE transactions on audio, speech and language processing. - New York, NY : Inst. 15 (2007) 7, 1960-1968 BLLDB OLC Linguistik Show details 5 Gémellité et reconnaissance automatique du locuteur Scheffer, Nicolas; Bonastre, Jean-François; Ghio, Alain... In: Journées d'Etudes sur la Parole ; https://hal.archives-ouvertes.fr/hal-00134198 ; Journées d'Etudes sur la Parole, 2004, Fez, France. pp.445-448 (2004) BASE Show details

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