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Trends, limitations and open challenges in automatic readability assessment research
S Vajjala - arxiv preprint arxiv:2105.00973, 2021 - arxiv.org
Readability assessment is the task of evaluating the reading difficulty of a given piece of text.
Although research on computational approaches to readability assessment is now two …
Although research on computational approaches to readability assessment is now two …
A neural pairwise ranking model for readability assessment
J Lee, S Vajjala - arxiv preprint arxiv:2203.07450, 2022 - arxiv.org
Automatic Readability Assessment (ARA), the task of assigning a reading level to a text, is
traditionally treated as a classification problem in NLP research. In this paper, we propose …
traditionally treated as a classification problem in NLP research. In this paper, we propose …
Assessing sentence readability for German language learners with broad linguistic modeling or readability formulas: When do linguistic insights make a difference?
We present a new state-of-the-art sentence-wise readability assessment model for German
L2 readers. We build a linguistically broadly informed machine learning model and compare …
L2 readers. We build a linguistically broadly informed machine learning model and compare …
Automatische Analysen von Erwerbsstufen in einer großen Lernerkorpus-Datenbank für DaF/DaZ. Das Forschungsprojekt DAKODA
Abstract Der Beitrag stellt das Forschungsprojekt DAKODA vor, dessen Ziel es ist, eine
breite Lernerkorpus-Datenbasis zu erstellen und mit sprachtechnologischen Verfahren …
breite Lernerkorpus-Datenbasis zu erstellen und mit sprachtechnologischen Verfahren …
Sprachliche Komplexität im Unterricht: Eine computerlinguistische Analyse der gesprochenen Sprache von Lehrenden und Lernenden im naturwissenschaftlichen …
Z Weiss, K Lange-Schubert, B Geist… - Zeitschrift für …, 2022 - degruyter.com
We investigate the linguistic complexity of oral classroom interactions in late primary and
early secondary school across German school types. The goal is to explore whether …
early secondary school across German school types. The goal is to explore whether …
Automatic readability assessment of German sentences with transformer ensembles
Reliable methods for automatic readability assessment have the potential to impact a variety
of fields, ranging from machine translation to self-informed learning. Recently, large …
of fields, ranging from machine translation to self-informed learning. Recently, large …
Automatic readability assessment for closely related languages
In recent years, the main focus of research on automatic readability assessment (ARA) has
shifted towards using expensive deep learning-based methods with the primary goal of …
shifted towards using expensive deep learning-based methods with the primary goal of …
Cross-corpus readability compatibility assessment for English texts
Z Li, H Ding, S Zhang - IEEE Access, 2023 - ieeexplore.ieee.org
Text readability assessment has gained significant attention from researchers in various
domains. However, the lack of exploration into corpus compatibility poses a challenge as …
domains. However, the lack of exploration into corpus compatibility poses a challenge as …
[PDF][PDF] Investigating the generalizability of Portuguese readability assessment models trained using linguistic complexity features
This paper discusses our effort to build an automatic Portuguese readability assessment
system aimed at Portuguese language learners. We demonstrate that using linguistic …
system aimed at Portuguese language learners. We demonstrate that using linguistic …
Korean Syntactic Complexity Analyzer (KOSCA): An NLP application for the analysis of syntactic complexity in second language production
H Hwang, H Kim - Language Testing, 2024 - journals.sagepub.com
Given the lack of computational tools available for assessing second language (L2)
production in Korean, this study introduces a novel automated tool called the Korean …
production in Korean, this study introduces a novel automated tool called the Korean …