Sentence-level complexity in Russian: An evaluation of BERT and graph neural networks

VV Ivanov - Frontiers in Artificial Intelligence, 2022 - frontiersin.org
Introduction Sentence-level complexity evaluation (SCE) can be formulated as assigning a
given sentence a complexity score: either as a category, or a single value. SCE task can be …

Automatically difficulty grading method for English reading corpus with Multi-feature Embedding based on Pre-trained Language Model

Y Wang, J Zhou, Z Li, S Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Graded reading is one of the important ways of English learning. How to automatically judge
and grade the difficulty of the English reading corpus is of great significance for precision …

Pillar 3: The impact of language complexity on the preferences of commercial bank website users

Ľ Benko, A Pilkova, M Munk, S Eley - Expert Systems with Applications, 2025 - Elsevier
This research explores the impact of document complexity and readability on user
preferences for disclosure information on commercial bank web portals, with a focus on …

Performance of different KNN models in prediction english language readability

O Altay - 2022 2nd International Conference on Computing and …, 2022 - ieeexplore.ieee.org
Assessing the readability of English, a universal language, is important in terms of meeting
readers at different reading levels with texts at their own level. Presenting texts to readers at …

Optimizing readability using genetic algorithms

J Martinez-Gil - Knowledge-Based Systems, 2024 - Elsevier
This study presents ORUGA, a method that automatically optimizes the readability of any text
in English. The core idea behind the method is that certain factors affect the readability of a …

Accessibility and readability of online patient education on cutaneous lymphomas

CM Schreidah, LM Fahmy, BA Lapolla, ER Gordon… - JAAD international, 2023 - Elsevier
Background Patients facing a cutaneous lymphoma diagnosis frequently turn to the internet
for information but finding patient-accessible education may be a challenge. Objective To …

Gaze-Driven Sentence Simplification for Language Learners: Enhancing Comprehension and Readability

T Higasa, K Tanaka, Q Feng, S Morishima - Companion Publication of …, 2023 - dl.acm.org
Language learners should regularly engage in reading challenging materials as part of their
study routine. Nevertheless, constantly referring to dictionaries is time-consuming and …

Construction and improvement of English vocabulary learning model integrating spiking neural network and convolutional long short-term memory algorithm

Y Wang - Plos one, 2024 - journals.plos.org
To help non-native English speakers quickly master English vocabulary, and improve
reading, writing, listening and speaking skills, and communication skills, this study designs …

[HTML][HTML] A health literacy analysis of online patient-directed educational materials about mycobacterium avium complex

O Asupoto, S Anwar, AG Wurcel - Journal of Clinical Tuberculosis and …, 2024 - Elsevier
Introduction Mycobacterium avium complex (MAC) is a complex lung infection requiring
multi-disciplinary approach and management. Due to limited clinician-patient interactions …

[HTML][HTML] Persian readability classification using DeepWalk and tree-based ensemble methods

MM Varnamkhasti - Natural Language Processing Journal, 2024 - Elsevier
Abstract The Readability Classification (Difficulty classification) problem is the task of
assessing the readability of text by categorizing it into different levels or classes based on its …