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BioADAPT-MRC: adversarial learning-based domain adaptation improves biomedical machine reading comprehension task
Motivation Biomedical machine reading comprehension (biomedical-MRC) aims to
comprehend complex biomedical narratives and assist healthcare professionals in retrieving …
comprehend complex biomedical narratives and assist healthcare professionals in retrieving …
Using Large Language Models to Evaluate Biomedical Query-Focused Summarisation
Biomedical question-answering systems remain popular for biomedical experts interacting
with the literature to answer their medical questions. However, these systems are difficult to …
with the literature to answer their medical questions. However, these systems are difficult to …
[HTML][HTML] Semisupervised neural biomedical sense disambiguation approach for aspect-based sentiment analysis on social networks
H Grissette - Journal of Biomedical Informatics, 2022 - Elsevier
Patient narratives on social networks contain large amounts of objective information, such as
the descriptions of examinations and interventions. Sentiment analysis (SA) models are …
the descriptions of examinations and interventions. Sentiment analysis (SA) models are …
List-wise learning to rank biomedical question-answer pairs with deep ranking recursive autoencoders
Biomedical question answering (QA) represents a growing concern among industry and
academia due to the crucial impact of biomedical information. When map** and ranking …
academia due to the crucial impact of biomedical information. When map** and ranking …
A Joint LLM-KG System for Disease Q&A
Medical question answer (QA) assistants respond to lay users' health-related queries by
synthesizing information from multiple sources using natural language processing and …
synthesizing information from multiple sources using natural language processing and …
Evidence and Axial Attention Guided Document-level Relation Extraction
J Yuan, H Leng, Y Qian, J Chen, M Ma… - Computer Speech & …, 2025 - Elsevier
Abstract Document-level Relation Extraction (DocRE) aims to identify semantic relations
among multiple entity pairs within a document. Most of the previous DocRE methods take …
among multiple entity pairs within a document. Most of the previous DocRE methods take …
Automated Orthodontic Diagnosis from a Summary of Medical Findings
T Ohtsuka, T Kajiwara, C Tanikawa… - Proceedings of the …, 2023 - aclanthology.org
We propose a method to automate orthodontic diagnosis with natural language processing.
It is worthwhile to assist dentists with such technology to prevent errors by inexperienced …
It is worthwhile to assist dentists with such technology to prevent errors by inexperienced …