ADMit: Improving NER in automotive domain with domain adversarial training and multi-task learning

C Park, S Jeong, J Kim - Expert Systems with Applications, 2023 - Elsevier
AI virtual assistants are steadily expanding their way into multiple domains such as
healthcare, hospitality, and telecommunication. However, such virtual assistants still suffer …

Wiki to automotive: understanding the distribution shift and its impact on named entity recognition

A Nayak, HP Timmapathini - arXiv preprint arXiv:2112.00283, 2021 - arxiv.org
While transfer learning has become a ubiquitous technique used across Natural Language
Processing (NLP) tasks, it is often unable to replicate the performance of pre-trained models …

W&G-BERT: A Pretrained Language Model for Automotive Warranty and Goodwill Text

LJ Weber, KJ Ramalingam, M Beyer… - … Intelligence and Big …, 2023 - ieeexplore.ieee.org
The demand for accurate information extraction architectures for industrial-based automotive
warranty and goodwill (W&G) text data is steadily increasing. The analytical competence of …

[PDF][PDF] D4. 3: Distributed Privacy and Policy layer: Approach and Implementation (v1. 0)

J Carvalho, C Uwasomba, ED OU - 2022 - spice-h2020.eu
Executive Summary SPICE is an EU H-2020 project dedicated to research on novel
methods for citizen curation of cultural heritage through an ecosystem of tools co-designed …