Results 51 to 60 of about 86,158 (275)

Concrete Dropout

, 2017
Dropout is used as a practical tool to obtain uncertainty estimates in large vision models and reinforcement learning (RL) tasks. But to obtain well-calibrated uncertainty estimates, a grid-search over the dropout probabilities is necessary - a prohibitive operation with large models, and an impossible one with RL.
Gal, Y, Hron, J, Kendall, A
openaire   +3 more sources

SimLex-999: Evaluating Semantic Models with (Genuine) Similarity Estimation [PDF]

, 2014
We present SimLex-999, a gold standard resource for evaluating distributional semantic models that improves on existing resources in several important ways.
Hill, Felix, Korhonen, Anna, Reichart, Roi   +2 more
core   +1 more source

Rethinking plastic waste: innovations in enzymatic breakdown of oil‐based polyesters and bioplastics

FEBS Open Bio, EarlyView.
Plastic pollution remains a critical environmental challenge, and current mechanical and chemical recycling methods are insufficient to achieve a fully circular economy. This review highlights recent breakthroughs in the enzymatic depolymerization of both oil‐derived polyesters and bioplastics, including high‐throughput protein engineering, de novo ...
Elena Rosini, Nicolò Antonelli, Gianluca Molla   +2 more
wiley   +1 more source

A Lightweight Regression Method to Infer Psycholinguistic Properties for Brazilian Portuguese

, 2017
Psycholinguistic properties of words have been used in various approaches to Natural Language Processing tasks, such as text simplification and readability assessment.
Aluisio, Sandra M., Candido Jr., Arnaldo, Duran, Magali S., Hartmann, Nathan S., Paetzold, Gustavo H., Santos, Leandro B. dos   +5 more
core   +1 more source

Retrieval Contexts and the Concreteness Effect: Dissociations in Memory of Concrete and Abstract Words [PDF]

, 2005
Decades of research on the concreteness effect, namely better memory for concrete as compared with abstract words, suggest it is a fairly robust phenomenon. Nevertheless, little attention has been given to limiting retrieval contexts.
De Groot A. M. B., De Jong E. D., Gün Semin, Laura ter Doest, Paivio A., Paivio A., Paivio A., Paivio A., Semin G. R., Van der Made-van Bekkum I. J., Van Loon-Vervoorn W. A., Wippich W.   +11 more
core   +2 more sources

Understanding bio‐based polymers: A study of origins, properties, biodegradation and their impact on health and the environment

FEBS Open Bio, EarlyView.
This review provides an overview of bio‐based polymer sources, their unique functional properties and their environmental impact, and addresses their role as sustainable alternatives. It discusses end‐of‐life options, including composting and anaerobic digestion for renewable energy.
Sabina Kolbl Repinc, Blaž Stres, Mirica Karlovits, Igor Karlovits, Petra Jerič, Ondrej Panák, Anja Verbič, Blaž Likozar, Uroš Novak   +8 more
wiley   +1 more source

Digital twins to accelerate target identification and drug development for immune‐mediated disorders

FEBS Open Bio, EarlyView.
Digital twins integrate patient‐derived molecular and clinical data into personalised computational models that simulate disease mechanisms. They enable rapid identification and validation of therapeutic targets, prediction of drug responses, and prioritisation of candidate interventions.
Anna Niarakis, Philippe Moingeon
wiley   +1 more source

Concrete domains

Theoretical Computer Science, 1993
This is a complete and detailed version of ``Domaines concrets'' (G. Kahn, G. D. Plotkin, Raport 336, IRIA-LABORIA, 1978) and of other previous communications by the same authors. Following the general framework of complete partial ordered sets for semantical domains (of programming languages), the paper introduces a special kind of such ``computation ...
Kahn, Gilles, Plotkin, Gordon
openaire   +3 more sources

Semantic diversity:A measure of contextual variation in word meaning based on latent semantic analysis [PDF]

, 2013
Semantic ambiguity is typically measured by summing the number of senses or dictionary definitions that a word has. Such measures are somewhat subjective and may not adequately capture the full extent of variation in word meaning, particularly for ...
AM Woollams, British National Corpus Consortium, C Metzler, CD Piercey, D Kieras, DA Cruse, DE Klein, E Jefferies, E Jefferies, EM Saffran, F Corbett, G Kellas, GA Miller, H Head, H Rubenstein, J Altarriba, J Morton, J Rodd, JD Bransford, JE Jastrzembski, JL Elman, JL McClelland, JM Rodd, JM Rodd, JM Rodd, JS Adelman, JT Giles, K Lund, KA Noonan, M Bedny, M Coltheart, MA Lambon Ralph, Matthew A. Lambon Ralph, MF St. John, MJ Yap, MN Jones, MW Harm, P Hoffman, P Hoffman, P Hoffman, Paul Hoffman, PJ Schwanenflugel, PJ Schwanenflugel, R Borowsky, RC Galbraith, S Zeno, SA McDonald, Timothy T. Rogers, TK Landauer, TK Landauer, TL Griffiths, TT Rogers, TT Rogers, Y Hino, Y Hino   +54 more
core   +2 more sources

A Concept of a Digital and Traceable Manufacturing Documentation Based on Formalized Process Description Applied on Composite Aircraft Moveable

Advanced Engineering Materials, EarlyView.
The documentation of component manufacture has become an essential part of today's production processes, especially for the analysis and optimization of production or component design with regard to structural performance, economic efficiency, and sustainability.
Björn Denker, Dominik Delisle, Christian Krombholz, Martin Rädel, Frank Dressel   +4 more
wiley   +1 more source