[HTML][HTML] An Improved Model for Medical Forum Question Classification Based on CNN and BiLSTM
E Mutabazi, J Ni, G Tang, W Cao - Applied Sciences, 2023 - mdpi.com
Question Classification (QC) is the fundamental task for Question Answering Systems
(QASs) implementation, and is a vital task, as it helps in identifying the question category. It …
(QASs) implementation, and is a vital task, as it helps in identifying the question category. It …
Question-type identification for academic questions in online learning platform
A Rabiee, A Goel, J D'Souza, S Khanwalkar - arXiv preprint arXiv …, 2022 - arxiv.org
Online learning platforms provide learning materials and answers to students' academic
questions by experts, peers, or systems. This paper explores question-type identification as …
questions by experts, peers, or systems. This paper explores question-type identification as …
Representation-centric approach for classification of Consumer Health Questions
Question Classification is the very first and pivotal step in Question Answering (QA) systems.
It maps a given question into a predefined class. Classification of Consumer Health …
It maps a given question into a predefined class. Classification of Consumer Health …
UW-BHI at MEDIQA 2019: An analysis of representation methods for medical natural language inference
Recent advances in distributed language modeling have led to large performance increases
on a variety of natural language processing (NLP) tasks. However, it is not well understood …
on a variety of natural language processing (NLP) tasks. However, it is not well understood …
Improved class-specific vector for biomedical question type classification
T Gupta, E Kumar - International Journal of Computational …, 2023 - inderscienceonline.com
Polysemy is a constant issue in biomedical terms which also affects its QA system. In our
work, we consider polysemous words as weak aspect in biomedical question classification …
work, we consider polysemous words as weak aspect in biomedical question classification …