Chalearn LAP challenges on self-reported personality recognition and non-verbal behavior forecasting during social dyadic interactions: Dataset, design, and results
This paper summarizes the 2021 ChaLearn Looking at People Challenge on Understanding
Social Behavior in Dyadic and Small Group Interactions (DYAD), which featured two tracks …
Social Behavior in Dyadic and Small Group Interactions (DYAD), which featured two tracks …
Detection and explanation of apparent personality using deep learning: a short review of current approaches and future directions
W Ilmini, TGI Fernando - Computing, 2024 - Springer
Personality describes an individual's internal attributes, encompassing distinctive thoughts,
emotions, and behaviour. Various studies have been undertaken to quantify these …
emotions, and behaviour. Various studies have been undertaken to quantify these …
Multi-task deep neural networks for multimodal personality trait prediction
Artificial intelligence (AI) is being increasingly integrated into the hiring process. A prominent
example is video interviews used by large organizations to quickly screen job candidates …
example is video interviews used by large organizations to quickly screen job candidates …
Normalise for fairness: A simple normalisation technique for fairness in regression machine learning problems
Algorithms and Machine Learning (ML) are increasingly affecting everyday life and several
decision-making processes, where ML has an advantage due to scalability or superior …
decision-making processes, where ML has an advantage due to scalability or superior …
Multimodal Sentiment and Personality Perception Under Speech: A Comparison of Transformer-based Architectures
Human-machine, human-robot interaction, and collaboration appear in diverse fields, from
homecare to Cyber-Physical Systems. Technological development is fast, whereas real-time …
homecare to Cyber-Physical Systems. Technological development is fast, whereas real-time …
Investigating the effect of linguistic features on personality and job performance predictions
Personality traits are known to have a high correlation with job performance. On the other
hand, there is a strong relationship between language and personality. In this paper, we …
hand, there is a strong relationship between language and personality. In this paper, we …
Lost in Transcription: Identifying and Quantifying the Accuracy Biases of Automatic Speech Recognition Systems Against Disfluent Speech
Automatic speech recognition (ASR) systems, increasingly prevalent in education,
healthcare, employment, and mobile technology, face significant challenges in inclusivity …
healthcare, employment, and mobile technology, face significant challenges in inclusivity …
Do We Need To Watch It All? Efficient Job Interview Video Processing with Differentiable Masking
With technological advancements in transmitting and storing large video files, more and
more organizations are incorporating asynchronous video interviews as part of their …
more organizations are incorporating asynchronous video interviews as part of their …
Fairness in AI-Driven Recruitment: Challenges, Metrics, Methods, and Future Directions
The recruitment process is crucial to an organization's ability to position itself for success,
from finding qualified and well-fitting job candidates to impacting its output and culture …
from finding qualified and well-fitting job candidates to impacting its output and culture …
Human Sources of Social Bias in Automated Face Classification
J Berg - 2023 - search.proquest.com
How do human sources of social bias introduce and exacerbate inequalities in automated
face classification? In this dissertation, I discuss existing work on demographic bias in …
face classification? In this dissertation, I discuss existing work on demographic bias in …