Biomedical question answering: a survey of approaches and challenges

Q Jin, Z Yuan, G Xiong, Q Yu, H Ying, C Tan… - ACM Computing …, 2022 - dl.acm.org
Automatic Question Answering (QA) has been successfully applied in various domains such
as search engines and chatbots. Biomedical QA (BQA), as an emerging QA task, enables …

A neural named entity recognition and multi-type normalization tool for biomedical text mining

D Kim, J Lee, CH So, H Jeon, M Jeong, Y Choi… - IEEE …, 2019 - ieeexplore.ieee.org
The amount of biomedical literature is vast and growing quickly, and accurate text mining
techniques could help researchers to efficiently extract useful information from the literature …

[HTML][HTML] GHS-NET a generic hybridized shallow neural network for multi-label biomedical text classification

MA Ibrahim, MUG Khan, F Mehmood, MN Asim… - Journal of biomedical …, 2021 - Elsevier
Exponential growth of biomedical literature and clinical data demands more robust yet
precise computational methodologies to extract useful insights from biomedical literature …

Bio-AnswerFinder: a system to find answers to questions from biomedical texts

IB Ozyurt, A Bandrowski, JS Grethe - Database, 2020 - academic.oup.com
The ever accelerating pace of biomedical research results in corresponding acceleration in
the volume of biomedical literature created. Since new research builds upon existing …

Recent advances in automated question answering in biomedical domain

KD Baksi - arXiv preprint arXiv:2111.05937, 2021 - arxiv.org
The objective of automated Question Answering (QA) systems is to provide answers to user
queries in a time efficient manner. The answers are usually found in either databases (or …

Medical Question Understanding and Answering with Knowledge Grounding and Semantic Self-Supervision

K Mrini, H Singh, F Dernoncourt, S Yoon, T Bui… - arXiv preprint arXiv …, 2022 - arxiv.org
Current medical question answering systems have difficulty processing long, detailed and
informally worded questions submitted by patients, called Consumer Health Questions …

Question analysis towards a Vietnamese question answering system in the education domain

NX Bach, PD Thanh, TT Oanh - Cybernetics and Information …, 2020 - sciendo.com
Building a computer system, which can automatically answer questions in the human
language, speech or text, is a long-standing goal of the Artificial Intelligence (AI) field …

Knowledge-base optimization to reduce the response time of bangla chatbot

M Kowsher, A Tahabilder, MZI Sanjid… - 2020 Joint 9th …, 2020 - ieeexplore.ieee.org
Chatbots have been very popular in recent years for being able to serve as a customer
representative, a language learner and so forth. Long short-term memory abbreviated as …

Artificial fine-tuning tasks for yes/no question answering

D Dimitriadis, G Tsoumakas - Natural Language Engineering, 2024 - cambridge.org
Current research in yes/no question answering (QA) focuses on transfer learning techniques
and transformer-based models. Models trained on large corpora are fine-tuned on tasks …

UNCC biomedical semantic question answering systems. BioASQ: Task-7B, Phase-B

SK Telukuntla, A Kapri, W Zadrozny - … 16–20, 2019, Proceedings, Part II, 2020 - Springer
In this paper, we detail our submission to the 7th year BioASQ competition. We present our
approach for Task-7b, Phase B, Exact Answering Task. These Question Answering (QA) …