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Found 8 papers, 0 papers with code
May I Ask a Follow-up Question? Understanding the Benefits of Conversations in Neural Network Explainability
With this paper, we investigate if free-form conversations can enhance users' comprehension of static explanations, improve acceptance and trust in the explanation methods, and facilitate human-AI collaboration.
Disengagement Cause-and-Effect Relationships Extraction Using an NLP Pipeline
The advancement in machine learning and artificial intelligence is promoting the testing and deployment of autonomous vehicles (AVs) on public roads.
From the Head or the Heart? An Experimental Design on the Impact of Explanation on Cognitive and Affective Trust
According to the existing literature, AV explanations can promote passengers' trust by reducing the uncertainty associated with the AV's reasoning and actions.
Predicting Driver Takeover Time in Conditionally Automated Driving
Their main effects and interaction effects on takeover time were examined.
Combat COVID-19 Infodemic Using Explainable Natural Language Processing Models
By augmenting the data using back-translation, we doubled the sample size of the dataset and the DistilBERT model was able to obtain good performance (accuracy: 0. 972; areas under the curve: 0. 993) in detecting misinformation about COVID-19.
Analysis and Prediction of Pedestrian Crosswalk Behavior during Automated Vehicle Interactions
Results demonstrate the applicability of the model for long-term (> 5 s) pedestrian trajectory prediction at crosswalks.
Examining the Effects of Emotional Valence and Arousal on Takeover Performance in Conditionally Automated Driving
Participants with different levels of emotional valence and arousal were required to take over control from automated driving, and their takeover time and quality were analyzed.
An Automated Vehicle (AV) like Me? The Impact of Personality Similarities and Differences between Humans and AVs
To better understand the impacts of similarities and dissimilarities in human and AV personalities we conducted an experimental study with 443 individuals.
