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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 …
(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 …
time. Examples include diphthongal formant trajectories and articulator trajectories observed …
Emotion and language: valence and arousal affect word recognition.
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 …
conspicuously absent from current models of word recognition. The influence of emotion on …
Diffusion of lexical change in social media
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 …
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 …
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
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 …
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
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 …
inherent dimension. This tutorial introduces readers to mixed models, Growth Curve …
Independence and generalizability in linguistics
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 …
other, such as multiple data points from the same participant, multiple texts from the same …
Advances in dialectometry
Dialectometry applies computational and statistical analyses within dialectology, making
work more easily replicable and understandable. This survey article first reviews the field …
work more easily replicable and understandable. This survey article first reviews the field …
[PDF][PDF] Cross-lingual syntactic variation over age and gender
Most computational sociolinguistics studies have focused on phonological and lexical
variation. We present the first large-scale study of syntactic variation among demographic …
variation. We present the first large-scale study of syntactic variation among demographic …