Bridging the gap: A survey on integrating (human) feedback for natural language generation

P Fernandes, A Madaan, E Liu, A Farinhas… - Transactions of the …, 2023 - direct.mit.edu
Natural language generation has witnessed significant advancements due to the training of
large language models on vast internet-scale datasets. Despite these advancements, there …

Crowdsourcing review: the crowd workers' perspective

O Bazaluk, MA Rahman, NM Zayed… - Journal of Industrial and …, 2024 - Springer
Every person is special in some aspects or areas that are very rare in this world.
Specialization in any area which is pretty much comfortable for one person could be very …

[HTML][HTML] Mapping the prestige and social value of occupations in the digital economy

G Newlands, C Lutz - Journal of Business Research, 2024 - Elsevier
With the emergence of the digital economy, the occupational landscape in many countries
has undergone major transformations. While scholars have started to study the working …

Lock‐In Effects in Online Labor Markets

F Ciotti, L Hornuf, E Stenzhorn - Journal of Economics & …, 2021 - Wiley Online Library
Online platforms that implement reputation mechanisms typically prevent the transfer of
ratings to other platforms, leading to lock‐in effects and high switching costs for users …

[HTML][HTML] Understanding the viability conundrum in online crowdwork: The costs of unprecedented autonomy

W van Zoonen, AE Sivunen - Journal of Business Research, 2024 - Elsevier
Online crowdwork is an increasingly established phenomenon in the labor market, offering
millions of workers opportunities for non-standard employment. However, the new …

A silver lining for the excluded: Exploring experiences that micro‐task crowdsourcing affords workers with impaired work access

AS Mayer, A Ihl, S Grabl, K Strunk… - Information Systems …, 2024 - Wiley Online Library
Micro‐task crowdsourcing (MTCS) platforms offer alternative work settings outside traditional
work boundaries and thus increasingly attract crowdworkers who face exclusion from access …

The effect of job insecurity on job satisfaction by wage/promotion opportunities and motivation in gig economy and asymmetric analysis

S Gursoy, A Yagmur, AO Uymaz - Current Psychology, 2024 - Springer
The research aims to reveal the moderating effect of wage and promotion opportunities and
the mediating effect of motivation on the effect of job insecurity experienced by employees in …

An exploratory study of the impact of task selection strategies on worker performance in crowdsourcing microtasks

H Banuqitah, M Dunlop, M Abulkhair… - Proceedings of the AAAI …, 2024 - ojs.aaai.org
In microtask crowdsourcing systems like Amazon Mechanical Turk (AMT) and Appen Figure-
Eight, workers often employ task selection strategies, completing sequences of tasks to …

How has the COVID-19 pandemic shaped behavior in crowdsourcing? The role of online labor market training

E Mourelatos, J Simonen, S Hosio, D Likhobaba… - Journal of Business …, 2024 - Springer
The outbreak of the COVID-19 pandemic and the associated lockdown measures have been
a shock to market systems worldwide, affecting both the supply and demand of labor …

[PDF][PDF] Digital Labor, Platforms, and AI

L Munn - Hannes Werthner· Carlo Ghezzi· Jeff Kramer· Julian …, 2024 - library.oapen.org
This chapter examines the role that platform labor plays in the development of contemporary
AI systems. While such systems are often touted as magical innovations, they are typically …