A survey of deep learning techniques for machine reading comprehension
Reading comprehension involves the process of reading and understanding textual
information in order to answer questions related to it. It finds practical applications in various …
information in order to answer questions related to it. It finds practical applications in various …
Amqa: amharic question answering dataset
Question Answering (QA) returns concise answers or answer lists from natural language text
given a context document. Many resources go into curating QA datasets to advance robust …
given a context document. Many resources go into curating QA datasets to advance robust …
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 …
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 …
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
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 …
in Vietnamese) are limited due to lack of training data and benchmarking datasets. This …
Xlmrqa: Open-domain question answering on vietnamese wikipedia-based textual knowledge source
Question answering (QA) is a natural language understanding task within the fields of
information retrieval and information extraction that has attracted much attention from the …
information retrieval and information extraction that has attracted much attention from the …
VLUE: A New Benchmark and Multi-task Knowledge Transfer Learning for Vietnamese Natural Language Understanding
The success of Natural Language Understanding (NLU) benchmarks in various languages,
such as GLUE for English, CLUE for Chinese, KLUE for Korean, and IndoNLU for …
such as GLUE for English, CLUE for Chinese, KLUE for Korean, and IndoNLU for …
Xlmrqa: Open-domain question answering on vietnamese wikipedia-based textual knowledge source
K Van Nguyen, PNT Do, ND Nguyen… - arXiv preprint arXiv …, 2022 - arxiv.org
Question answering (QA) is a natural language understanding task within the fields of
information retrieval and information extraction that has attracted much attention from the …
information retrieval and information extraction that has attracted much attention from the …
Enhancing vietnamese question generation with reinforcement learning
N Vu, K Van Nguyen - Asian Conference on Intelligent Information and …, 2022 - Springer
Along with automatic question answering and machine reading comprehension, question
generation has become a popular yet challenging task of natural language understanding in …
generation has become a popular yet challenging task of natural language understanding in …
VlogQA: Task, Dataset, and Baseline Models for Vietnamese Spoken-Based Machine Reading Comprehension
TP Ngo, KTA Dang, ST Luu, K Van Nguyen… - arXiv preprint arXiv …, 2024 - arxiv.org
This paper presents the development process of a Vietnamese spoken language corpus for
machine reading comprehension (MRC) tasks and provides insights into the challenges and …
machine reading comprehension (MRC) tasks and provides insights into the challenges and …