AI fairness in data management and analytics: A review on challenges, methodologies and applications

P Chen, L Wu, L Wang - Applied sciences, 2023 - mdpi.com
This article provides a comprehensive overview of the fairness issues in artificial intelligence
(AI) systems, delving into its background, definition, and development process. The article …

Analyzing dynamic phonetic data using generalized additive mixed modeling: A tutorial focusing on articulatory differences between L1 and L2 speakers of English

M Wieling - Journal of Phonetics, 2018 - Elsevier
In phonetics, many datasets are encountered which deal with dynamic data collected over
time. Examples include diphthongal formant trajectories and articulator trajectories observed …

Emotion and language: valence and arousal affect word recognition.

V Kuperman, Z Estes, M Brysbaert… - Journal of Experimental …, 2014 - psycnet.apa.org
Emotion influences most aspects of cognition and behavior, but emotional factors are
conspicuously absent from current models of word recognition. The influence of emotion on …

Diffusion of lexical change in social media

J Eisenstein, B O'Connor, NA Smith, EP **ng - PloS one, 2014 - journals.plos.org
Computer-mediated communication is driving fundamental changes in the nature of written
language. We investigate these changes by statistical analysis of a dataset comprising 107 …

[PDF][PDF] Demographic factors improve classification performance

D Hovy - Proceedings of the 53rd annual meeting of the …, 2015 - aclanthology.org
Extra-linguistic factors influence language use, and are accounted for by speakers and
listeners. Most natural language processing (NLP) tasks to date, however, treat language as …

Post-editing effort of a novel with statistical and neural machine translation

A Toral, M Wieling, A Way - Frontiers in Digital Humanities, 2018 - frontiersin.org
We conduct the first experiment in the literature in which a novel is translated automatically
and then post-edited by professional literary translators. Our case study is Warbreaker, a …

How to analyze linguistic change using mixed models, Growth Curve Analysis and Generalized Additive Modeling

B Winter, M Wieling - Journal of Language Evolution, 2016 - academic.oup.com
When doing empirical studies in the field of language evolution, change over time is an
inherent dimension. This tutorial introduces readers to mixed models, Growth Curve …

Independence and generalizability in linguistics

B Winter, M Grice - Linguistics, 2021 - degruyter.com
Quantitative studies in linguistics almost always involve data points that are related to each
other, such as multiple data points from the same participant, multiple texts from the same …

Advances in dialectometry

M Wieling, J Nerbonne - Annu. Rev. Linguist., 2015 - annualreviews.org
Dialectometry applies computational and statistical analyses within dialectology, making
work more easily replicable and understandable. This survey article first reviews the field …

[PDF][PDF] Cross-lingual syntactic variation over age and gender

A Johannsen, D Hovy, A Søgaard - Proceedings of the nineteenth …, 2015 - aclanthology.org
Most computational sociolinguistics studies have focused on phonological and lexical
variation. We present the first large-scale study of syntactic variation among demographic …