Reconfidencing LLMs from the Grouping Loss Perspective

Autor: Chen, Lihu, Perez-Lebel, Alexandre, Suchanek, Fabian M., Varoquaux, Gaël

Large Language Models (LLMs), including ChatGPT and LLaMA, are susceptible to generating hallucinated answers in a confident tone. While efforts to elicit and calibrate confidence scores have proven useful, recent findings show that controlling uncer

Externí odkaz: http://arxiv.org/abs/2402.04957

It is time to address fear of cancer recurrence in family caregivers: protocol for the feasibility and acceptability of a randomized pilot study of the online version of the Family Caregiver–Fear Of Recurrence Therapy (FC-FORT)

Autor: Jani Lamarche, Rinat Nissim, Jonathan Avery, Jiahui Wong, Christine Maheu, Sylvie. D. Lambert, Andrea M. Laizner, Jennifer Jones, Mary Jane Esplen, Sophie Lebel

Publikováno v: Pilot and Feasibility Studies, Vol 10, Iss 1, Pp 1-12 (2024)

Abstract Background Fear of cancer recurrence (FCR) is common, persistent, and is associated with lower quality of life, impaired functioning, and psychological distress in cancer patients. Studies suggest that family caregivers of cancer patients ex

Externí odkaz: https://doaj.org/article/85e16acf931840ac85d8ac9b41038a45

The brain’s structural connectivity and pre-reading abilities in young children with prenatal alcohol exposure

Autor: Mohammad Ghasoub, Meaghan Perdue, Xiangyu Long, Claire Donnici, Preeti Kar, Ben Gibbard, Chris Tortorelli, Carly McMorris, Deborah Dewey, Catherine Lebel

Publikováno v: Developmental Cognitive Neuroscience, Vol 70, Iss , Pp 101467- (2024)

Children with prenatal alcohol exposure (PAE) may develop a range of neurological and behavioral deficits, including reading and language disorders. Studying the brain’s structural connectivity and its relationship to pre-reading/reading skills in

Externí odkaz: https://doaj.org/article/64311cea5997497f86fb719e96f46519

Multicentre randomised controlled trial comparing Bankart repair with remplissage and Latarjet procedure in shoulder instability with subcritical bone loss (STABLE): study protocol

Autor: Asheesh Bedi, Patrick Henry, Mohit Bhandari, Jaydeep Moro, John Carroll, Sarah Kerslake, Rachel M Frank, Jon Warner, Katrine Milner, Timothy Leroux, Michaela Kopka, Julie-Anne Fritz, Marie-Eve Lebel, Moin Khan, Stéphane Pelet, Kim Madden, Stacey Wanlin, Robert Litchfield, Peter MacDonald, Fatima Nadeem, Paul Dunn, Han Yang, Heather Grant, Nicole Bryant, Ashley Ambrose, Ryan Degen, Miriam Garrido Clua, Danielle Dagher, Asma Mirza, Matthew Denkers, Peter Lapner, Katie McIlquham, Himani Anand, Stephanie Lewaniak, Atqiya Fariha, Alessandra Rodriguez, Priethika Suthakaran, Nithila Sivakumar, Montserrat García Portabella, Josep Massons Albareda, Lledó Batalla Gurrea, Luken Zubizarreta Barrutia, Denisse Guadalupe Loya De la Cerda, Bashar Alolabi, Caralee Bolton, Davide Bardana, Ryan Bicknell, Fiona Howells, Xinning “Tiger” Li, Jayson Saleet, Daniel J Stokes, Rodrigo Ignacio de Marinis Acle, Catalina Victoria Vidal Olate, Abdul-ilah Hachem, Pablo Marcet, Katelyn Inch, Jill Neufeld, Jason Old, Jarret Woodmass, Sheila McRae, Rahne Magnusson, Brenna Cyr, Christine Johnston Heise, Sara Telles-Langdon, Heather Normand, Dan Ogborn, Jeff Leiter, Cristina Ventura-Parellada, Jose M Mora-Guix, Ferran Gamez-Baños, Mar Muñoz Valverde, Carlos Torrens Canovas, Fernando Santana, Tamara Wagner, Lakshmi Ambika, Rania Khalil, Oma Persaud, Amelia Cardoso, Mary Nasim, Ydo V Kleinlugtenbelt, I F Kodde, Ellie B M Landman, Hannie Elskamp-Meijerman, Monique V M Voskamp, Jordi Salvador Carreño, Pablo Castillón Bernal, Pilar Gomez Haccart, Jorge H Nuñez Camarena, Judit López Catena, Laurie A Hiemstra, S Mark Heard, Gregory M Buchko, Katrina Munro, Emilio Calvo Crespo, Cristina Delgado del Caño, Amir Sohail, Sylvie Turmel, Mahdi Alsaffar, Naser Alnusif, Najla Alsiri

Publikováno v: BMJ Open, Vol 14, Iss 11 (2024)

Introduction Recurrent shoulder dislocations often cause attrition of the labrum and progressive loss of the anterior bony contour of the glenoid. Treatment options for this pathology involve either soft tissue repair or bony augmentation procedure.

Externí odkaz: https://doaj.org/article/fd8b42707cbf49b6956e1b385253666b

Beyond calibration: estimating the grouping loss of modern neural networks

Autor: Perez-Lebel, Alexandre, Morvan, Marine Le, Varoquaux, Gaël

Publikováno v: ICLR 2023 -- The Eleventh International Conference on Learning Representations, May 2023, Kigali, Rwanda

The ability to ensure that a classifier gives reliable confidence scores is essential to ensure informed decision-making. To this end, recent work has focused on miscalibration, i.e., the over or under confidence of model scores. Yet calibration is n

Externí odkaz: http://arxiv.org/abs/2210.16315