A survey on machine reading comprehension systems
Machine Reading Comprehension (MRC) is a challenging task and hot topic in Natural
Language Processing. The goal of this field is to develop systems for answering the …
Language Processing. The goal of this field is to develop systems for answering the …
MLQA: Evaluating cross-lingual extractive question answering
Question answering (QA) models have shown rapid progress enabled by the availability of
large, high-quality benchmark datasets. Such annotated datasets are difficult and costly to …
large, high-quality benchmark datasets. Such annotated datasets are difficult and costly to …
English machine reading comprehension datasets: A survey
D Dzendzik, C Vogel, J Foster - arXiv preprint arXiv:2101.10421, 2021 - arxiv.org
This paper surveys 60 English Machine Reading Comprehension datasets, with a view to
providing a convenient resource for other researchers interested in this problem. We …
providing a convenient resource for other researchers interested in this problem. We …
VNHSGE: VietNamese High School Graduation Examination Dataset for Large Language Models
The VNHSGE (VietNamese High School Graduation Examination) dataset, developed
exclusively for evaluating large language models (LLMs), is introduced in this article. The …
exclusively for evaluating large language models (LLMs), is introduced in this article. The …
Sberquad–russian reading comprehension dataset: Description and analysis
The paper presents SberQuAD–a large Russian reading comprehension (RC) dataset
created similarly to English SQuAD. SberQuAD contains about 50K question-paragraph …
created similarly to English SQuAD. SberQuAD contains about 50K question-paragraph …
Leaf: Multiple-choice question generation
Testing with quiz questions has proven to be an effective way to assess and improve the
educational process. However, manually creating quizzes is tedious and time-consuming …
educational process. However, manually creating quizzes is tedious and time-consuming …
EXAMS: A multi-subject high school examinations dataset for cross-lingual and multilingual question answering
We propose EXAMS--a new benchmark dataset for cross-lingual and multilingual question
answering for high school examinations. We collected more than 24,000 high-quality high …
answering for high school examinations. We collected more than 24,000 high-quality high …
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 …
Slovak dataset for multilingual question answering
SK-QuAD is the first manually annotated dataset of questions and answers in Slovak. It
consists of more than 91k factual questions and answers from various fields. Each question …
consists of more than 91k factual questions and answers from various fields. Each question …
A survey on non-english question answering dataset
A Chandra, A Fahrizain, SW Laufried - arXiv preprint arXiv:2112.13634, 2021 - arxiv.org
Research in question answering datasets and models has gained a lot of attention in the
research community. Many of them release their own question answering datasets as well …
research community. Many of them release their own question answering datasets as well …