Vlsp 2021-vimrc challenge: Vietnamese machine reading comprehension

N Van Kiet, TQ Son, NT Luan, H Van Tin… - VNU Journal of …, 2022 - jcsce.vnu.edu.vn
One of the emerging research trends in natural language understanding is machine reading
comprehension (MRC) which is the task to find answers to human questions based on …

A multiple choices reading comprehension corpus for Vietnamese language education

ST Luu, KT Hoang, TQ Pham, K Van Nguyen… - arXiv preprint arXiv …, 2023 - arxiv.org
Machine reading comprehension has been an interesting and challenging task in recent
years, with the purpose of extracting useful information from texts. To attain the computer …

Numerical reasoning reading comprehension on Vietnamese COVID-19 news: task, corpus, and challenges

K Van Nguyen, TV Le, TPP Do - Neural Computing and Applications, 2024 - Springer
Numerical reasoning-based machine reading comprehension is a challenging task that
involves language understanding with arithmetic operations such as addition, subtraction …

ViGPTQA-state-of-the-art LLMs for vietnamese question answering: system overview, core models training, and evaluations

MT Nguyen, KT Tran, N Van Nguyen… - Proceedings of the 2023 …, 2023 - aclanthology.org
Large language models (LLMs) and their applications in low-resource languages (such as
in Vietnamese) are limited due to lack of training data and benchmarking datasets. This …

UIT-ViCoV19QA: A dataset for COVID-19 community-based question answering on Vietnamese language

TM Thai, NHT Chu, AT Vo, ST Luu - arXiv preprint arXiv:2209.06668, 2022 - arxiv.org
For the last two years, from 2020 to 2021, COVID-19 has broken disease prevention
measures in many countries, including Vietnam, and negatively impacted various aspects of …

Vlsp 2021-vimrc challenge: Vietnamese machine reading comprehension

K Van Nguyen, SQ Tran, LT Nguyen… - arXiv preprint arXiv …, 2022 - arxiv.org
One of the emerging research trends in natural language understanding is machine reading
comprehension (MRC) which is the task to find answers to human questions based on …

Towards Vietnamese Question and Answer Generation: An Empirical Study

QH Pham, HL Le, M Dang Nhat, K Tran T… - ACM Transactions on …, 2024 - dl.acm.org
Question-answer generation (QAG) is a challenging task that generates both questions and
answers from a given input paragraph context. The QAG task has recently achieved …

ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model

MN Tran, PV Nguyen, L Nguyen… - Proceedings of the 62nd …, 2024 - aclanthology.org
Question answering involves creating answers to questions. With the growth of large
language models, the ability of question-answering systems has dramatically improved …

Question Generation: An Experimental Study for Vietnamese Text

P Quoc-Hung, HL Le, DN Minh, KT Tran… - … on Computing and …, 2023 - ieeexplore.ieee.org
This paper introduces† a systematic and large-scale study of the Vietnamese question
generation task. Different from prior work that only investigates the task with a small number …

Generative Pre‐Trained Transformer for Vietnamese Community‐Based COVID‐19 Question Answering

TM Vo, KV Tran - … and Multidisciplinary IT Solutions for Society, 2024 - Wiley Online Library
Recent studies have provided empirical evidence of the wide‐ranging potential of
Generative Pre‐trained Transformer (GPT), a pre‐trained language model, in the field of …