[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 …

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 …

Representation-centric approach for classification of Consumer Health Questions

A Saedi, A Fatemi, MA Nematbakhsh - Expert Systems with Applications, 2023 - Elsevier
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 …

UW-BHI at MEDIQA 2019: An analysis of representation methods for medical natural language inference

WR Kearns, W Lau, JA Thomas - arXiv preprint arXiv:1907.04286, 2019 - arxiv.org
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 …

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 …