Creating and validating the Fine-Grained Question Subjectivity Dataset (FQSD): A new benchmark for enhanced automatic subjective question answering systems

M Babaali, A Fatemi, MA Nematbakhsh - Plos one, 2024 - journals.plos.org
In the domain of question subjectivity classification, there exists a need for detailed datasets
that can foster advancements in Automatic Subjective Question Answering (ASQA) systems …

RoBERTa: language modelling in building Indonesian question-answering systems

W Suwarningsih, RA Pramata… - TELKOMNIKA …, 2022 - telkomnika.uad.ac.id
This research aimed to evaluate the performance of the A Lite BERT (ALBERT), efficiently
learning an encoder that classifies token replacements accurately (ELECTRA) and a robust …

[PDF][PDF] Using bloom's taxonomy to classify question complexity

S Ullrich, M Geierhos - … of the 4th International Conference on …, 2021 - aclanthology.org
Question answering is widespread and a variety of answer taxonomies exists in research
that divides responses into simple and complex. Multi-hop answering has become popular …

Multi-Faceted Question Complexity Estimation Targeting Topic Domain-Specificity

S Perumal, Y Nagraj, A Ghei - arXiv preprint arXiv:2408.12850, 2024 - arxiv.org
Question difficulty estimation remains a multifaceted challenge in educational and
assessment settings. Traditional approaches often focus on surface-level linguistic features …

Question focus extraction and answer passage retrieval

A Bayoudhi, LH Belguith… - 2014 IEEE/ACS 11th …, 2014 - ieeexplore.ieee.org
Question Analysis is an important task in Question Answering Systems (QAS). It consists
generally in identifying the semantic type of the question and extracting the main focus of the …

Focus Definition and Extraction of Opinion Attitude Questions

A Bayoudhi, H Ghorbel, LH Belguith - … , June 18-20, 2014. Proceedings 19, 2014 - Springer
Abstract In Question Answering Systems (QAS), Question Analysis is an important task that
consists in general in identifying the semantic type of the question and extracting the …