Explainable AI in scene understanding for autonomous vehicles in unstructured traffic environments on Indian roads using the inception U-Net Model with Grad-CAM …

S Kolekar, S Gite, B Pradhan, A Alamri - sensors, 2022 - mdpi.com
The intelligent transportation system, especially autonomous vehicles, has seen a lot of
interest among researchers owing to the tremendous work in modern artificial intelligence …

Automated seismic event detection considering faulty data interference using deep learning and Bayesian fusion

Z Tang, J Guo, Y Wang, W Xu, Y Bao… - Computer‐Aided Civil …, 2024 - Wiley Online Library
Structural health monitoring (SHM) aims to assess civil infrastructures' performance and
ensure safety. Automated detection of in situ events of interest, such as earthquakes, from …

PoliToHFI at SemEval-2023 task 6: leveraging entity-aware and hierarchical transformers for legal entity recognition and court judgment prediction

I Benedetto, A Koudounas, L Vaiani… - Proceedings of the …, 2023 - aclanthology.org
Abstract The use of Natural Language Processing techniques in the legal domain has
become established for supporting attorneys and domain experts in content retrieval and …

Artificial Intelligence-Powered Legal Document Processing for Medical Negligence Cases: A Critical Review

G Naidu, V Krishnan - International Journal of Intelligence Science, 2025 - scirp.org
This critical review looks at the assessment of the application of artificial intelligence in
handling legal documents with specific reference to medical negligence cases with a view of …

Exploring explainable AI in the tax domain

Ł Górski, B Kuźniacki, M Almada, K Tyliński… - Artificial Intelligence and …, 2024 - Springer
This paper analyses whether current explainable AI (XAI) techniques can help to address
taxpayer concerns about the use of AI in taxation. As tax authorities around the world …

Boosting court judgment prediction and explanation using legal entities

I Benedetto, A Koudounas, L Vaiani, E Pastor… - Artificial Intelligence and …, 2024 - Springer
The automatic prediction of court case judgments using Deep Learning and Natural
Language Processing is challenged by the variety of norms and regulations, the inherent …

SenteCon: Leveraging Lexicons to Learn Human-Interpretable Language Representations

V Lin, LP Morency - arXiv preprint arXiv:2305.14728, 2023 - arxiv.org
Although deep language representations have become the dominant form of language
featurization in recent years, in many settings it is important to understand a model's …