Acronym identification and disambiguation shared tasks for scientific document understanding

APB Veyseh, F Dernoncourt, TH Nguyen… - arxiv preprint arxiv …, 2020 - arxiv.org
Acronyms are the short forms of longer phrases and they are frequently used in writing,
especially scholarly writing, to save space and facilitate the communication of information …

ContextAD: Context‐Aware Acronym Disambiguation with Siamese BERT Network

L Ou, Y Yao, X Luo, X Li, K Chen - International Journal of …, 2023 - Wiley Online Library
Acronym disambiguation is the process of determining the correct expansion of an acronym
in given context, which can assist many downstream natural language processing tasks …

Word sense disambiguation of acronyms in clinical narratives

D Chopard, P Corcoran, I Spasić - Frontiers in Digital Health, 2024 - frontiersin.org
Clinical narratives commonly use acronyms without explicitly defining their long forms. This
makes it difficult to automatically interpret their sense as acronyms tend to be highly …

[PDF][PDF] Multilingual acronym disambiguation with multichoice classification

X Zhu, C Yu, S Li, T Liang, C Yang, Y Yang - SDU@ AAAI-22, 2022 - drive.google.com
Acronym disambiguation (AD) is a practical task that aims at matching acronyms with their
expansion alternatives. The significance of this task is to alleviate the problem of acronym …

[CITA][C] Text Simplification Using Natural Language Processing and Machine Learning for Better Language Understandability

IS Seneviratne - 2024 - Ph. D. thesis, The Australian …

[CITA][C] Towards Effective and Effortless Data Cleaning: From Automatic Approaches to User Involvement

JLM Pereira - 2023 - Ph. D. Dissertation. Instituto Superior …