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Sinclair, Jeanne; Jang, Eunice Eunhee; Rudzicz, Frank – Journal of Educational Psychology, 2021
Advances in machine learning (ML) are poised to contribute to our understanding of the linguistic processes associated with successful reading comprehension, which is a critical aspect of children's educational success. We used ML techniques to investigate and compare associations between children's reading comprehension and 260 linguistic…
Descriptors: Prediction, Reading Comprehension, Natural Language Processing, Speech Communication
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Hunte, Melissa R.; McCormick, Samantha; Shah, Maitree; Lau, Clarissa; Jang, Eunice Eunhee – Assessment in Education: Principles, Policy & Practice, 2021
Children's oral language proficiency (OLP) is integral for developing literacy skills. Storytelling or retelling is often used by parents and educators to elicit children's OLP, yet it is less commonly used for assessment purposes. Leveraged by natural language processing and machine learning, this study examined the extent to which computational…
Descriptors: Scores, Natural Language Processing, Oral Language, Language Proficiency
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David C. Hill; Christy Gombay; Otto Sanchez; Bethel Woappi; Andrea S. Romero Vélez; Stuart Davidson; Emma Z. L. Richardson – Discover Education, 2022
The rapid adoption of online technologies to deliver postsecondary education amid the COVID-19 pandemic has highlighted the potential for online learning, as well as important equity gaps to be addressed. For over ten years, McMaster University has delivered graduate global health education through a blended-learning approach. In partnership with…
Descriptors: Translation, Computational Linguistics, Computer Software, Second Languages
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McGregor, Meredith Jocelyn Jane – Latin American Journal of Content and Language Integrated Learning, 2016
Cognates have served as a useful tool for investigating the bilingual lexicon in many studies, but very little research has been carried out on different types of cognates, specifically, partial cognates and their role in cross-linguistic effect. The present study examines cognate effect in the speech production and acceptability judgment of two…
Descriptors: Language Processing, Bilingualism, Spanish, English (Second Language)
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Wood, Peter – CALICO Journal, 2011
"QuickAssist," the program presented in this paper, uses natural language processing (NLP) technologies. It places a range of NLP tools at the disposal of learners, intended to enable them to independently read and comprehend a German text of their choice while they extend their vocabulary, learn about different uses of particular words,…
Descriptors: Foreign Countries, Educational Technology, German, Natural Language Processing
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Gasevic, D.; Zouaq, Amal; Torniai, Carlo; Jovanovic, J.; Hatala, Marek – IEEE Transactions on Learning Technologies, 2011
Recent research in learning technologies has demonstrated many promising contributions from the use of ontologies and semantic web technologies for the development of advanced learning environments. In spite of those benefits, ontology development and maintenance remain the key research challenges to be solved before ontology-enhanced learning…
Descriptors: Foreign Countries, Natural Language Processing, Computer Interfaces, Web 2.0 Technologies
Flood, Jacqueline – Developmental Disabilities Bulletin, 2007
NaturalReader (http://www.naturalreaders.com/) is a new generation text reader, which means that it reads any machine readable text using synthesized speech without having to copy and paste the selected text into the NaturalReader application window. It installs a toolbar directly into all of the Microsoft Office[TM] programs and uses a mini-board…
Descriptors: Computer Software Evaluation, Computer Software Reviews, Computational Linguistics, Language Processing
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Trofimovich, Pavel; Gatbonton, Elizabeth; Segalowitz, Norman – Studies in Second Language Acquisition, 2007
This study investigates whether second language (L2) phonological learning can be characterized as a gradual and systematically patterned replacement of nonnative segments by native segments in learners' speech, conforming to a two-stage implicational scale. We adopt a dynamic approach to language variation based on Gatbonton's (1975, 1978)…
Descriptors: Language Variation, Phonetics, Measures (Individuals), Foreign Countries