Hierarchical text classification and its foundations: A review of current research

A Zangari, M Marcuzzo, M Rizzo, L Giudice, A Albarelli… - Electronics, 2024 - mdpi.com
While collections of documents are often annotated with hierarchically structured concepts,
the benefits of these structures are rarely taken into account by classification techniques …

Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations

Q Chen, A Allot, R Leaman, R Islamaj, J Du, L Fang… - Database, 2022 - academic.oup.com
Abstract The coronavirus disease 2019 (COVID-19) pandemic has been severely impacting
global society since December 2019. The related findings such as vaccine and drug …

A survey of methods for addressing class imbalance in deep-learning based natural language processing

S Henning, W Beluch, A Fraser, A Friedrich - ar**
S Pujari, J Strötgen, M Giereth, M Gertz… - Proceedings of the …, 2022 - aclanthology.org
Patent Landsca**, one of the central tasks of intellectual property management, includes
selecting and grou** patents according to user-defined technical or application-oriented …

Unveiling black-boxes: explainable deep learning models for patent classification

M Shajalal, S Denef, MR Karim, A Boden… - World Conference on …, 2023 - Springer
Recent technological advancements have led to a large number of patents in a diverse
range of domains, making it challenging for human experts to analyze and manage. State-of …

Leveraging language models for automated distribution of review notes in animated productions

D Garcés, M Santos, D Fernández-Llorca - Neurocomputing, 2025 - Elsevier
During the production of an animated film, professionals at the animation studio prepare
thousands of notes. These notes describe improvements and corrections identified by …

Pap2Pat: Towards Automated Paper-to-Patent Drafting using Chunk-based Outline-guided Generation

V Knappich, S Razniewski, A Hätty… - arxiv preprint arxiv …, 2024 - arxiv.org
The patent domain is gaining attention in natural language processing research, offering
practical applications in streamlining the patenting process and providing challenging …