From anecdotal evidence to quantitative evaluation methods: A systematic review on evaluating explainable ai

M Nauta, J Trienes, S Pathak, E Nguyen… - ACM Computing …, 2023 - dl.acm.org
The rising popularity of explainable artificial intelligence (XAI) to understand high-performing
black boxes raised the question of how to evaluate explanations of machine learning (ML) …

Concerns and recommendations for using Amazon MTurk for eating disorder research

CB Burnette, JL Luzier, BL Bennett… - … Journal of Eating …, 2022 - Wiley Online Library
Objective Our original aim was to validate and norm common eating disorder (ED) symptom
measures in a large, representative community sample of transgender adults in the United …

[KNIHA][B] The gig economy

J Woodcock, M Graham - 2020 - acdc2007.free.fr
Untitled Page 1 Page 2 The Gig Economy A Critical Introduction Jamie Woodcock Mark
Graham polity 2020 Page 3 CONTENTS Cover Front Matter Introduction What do we mean by …

The data-production dispositif

M Miceli, J Posada - Proceedings of the ACM on human-computer …, 2022 - dl.acm.org
Machine learning (ML) depends on data to train and verify models. Very often, organizations
outsource processes related to data work (ie, generating and annotating data and …

Large language models enable few-shot clustering

V Viswanathan, K Gashteovski… - Transactions of the …, 2024 - direct.mit.edu
Unlike traditional unsupervised clustering, semi-supervised clustering allows users to
provide meaningful structure to the data, which helps the clustering algorithm to match the …

Iconqa: A new benchmark for abstract diagram understanding and visual language reasoning

P Lu, L Qiu, J Chen, T ** countries: Algorithmic management of work and workers
U Rani, M Furrer - Competition & Change, 2021 - journals.sagepub.com
Digital technologies have led to the emergence of new forms of flexible work, such as
crowdwork or information and communication technology-enabled mobile work, over the …

The problem with annotation. Human labour and outsourcing between France and Madagascar

C Le Ludec, M Cornet, AA Casilli - Big Data & Society, 2023 - journals.sagepub.com
Artificial intelligence advancements have reignited job displacement debates that focus on
how the use of artificial intelligence affects labour, without considering how the production of …