This dissertation investigates how bilinguals use their two grammars to comprehend written intra-sentential codeswitches. I focus on adjective/noun constructions in Spanish and English where I manipulate the congruence of grammatical word order in the two languages across the codeswitch boundary. This allows me to test three codeswitching…

Considering noticeable improvements in the accuracy of Google Translate recently, the aim of this study was to examine second language (L2) learners' ability to use post-editing (PE) strategies when applying AI tools such as the neural machine translator (MT) to solve their lexical and grammatical problems during L2 writing. This study examined 57…

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…

This paper explores a general approach to paraphrase generation using a pre-trained seq2seq model fine-tuned using a back-translated anatomy and physiology textbook. Human ratings indicate that the paraphrase model generally preserved meaning and grammaticality/fluency: 70% of meaning ratings were above 75, and 40% of paraphrases were considered…

Multimodal learning refers to teaching strategies that involve multiple sensory systems simultaneously. Teachers can create materials for students with different learning styles (auditory, visual, kinesthetic reading, and writing). Multimodal learning keeps students engaged, encourages them to apply what they learn in real-life situations,…

This study is about artificial neural network modeling of the linguistic challenges encountered by students learning Turkish as a foreign language in universities in France. The study was conducted in four universities where Turkish is taught as an optional foreign language. Sixty-six students whose mother tongues were either Arabic or French…

One core area of research in Second Language Acquisition is the identification and definition of developmental stages in different L2s. For L2 French, Bartning and Schlyter (2004) presented a model of six morphosyntactic stages of development in the shape of grammatical profiles. The model formed the basis for the computer program Direkt Profil…

This dissertation provides an automated scoring method of speech fluency for second language learners of English (L2 learners) based that uses speech recognition technology. Non-standard pronunciation, frequent disfluencies, faulty grammar, and inappropriate lexical choices are crucial characteristics of L2 learners' speech. Due to the ease of…

The use of a model for treatment of English modals in a machine translation system being developed in Europe is discussed. The Eurotra system, sponsored by the Commission of the European Communities, is designed to translate into the nine official languages of the European Economic Community. The report first examines modality, the different ways…

Presents accumulated insights for benefit of colleagues considering embarking on software development projects. Original purpose of project was to produce a set of grammar revision and extension modules allowing teachers to use computers as a means of ensuring that once a language point had been dealt with in class, students could be required to…

The 12th iteration of the International Conference on Educational Data Mining (EDM 2019) is organized under the auspices of the International Educational Data Mining Society in Montreal, Canada. The theme of this year's conference is EDM in Open-Ended Domains. As EDM has matured it has increasingly been applied to open-ended and ill-defined tasks…

Describes a prototype of computer-assisted language learning software, "BUSCA," that attempts to bridge the gap between commercially available, but pedagogically unsound, Spanish Foreign Language learning programs. The article notes that "BUSCA" is designed to be integrated into a formal course to assist students to become…

A framework for describing relationships among the different linguistic systems in a bilingual or second language learner is proposed. The framework attempts to represent the ways in which knowledge of one language is used in integrating into memory new knowledge about another language. The model is partially implemented in a computer program that…

Analyzes the computer program, "Question Mark," produced in England and designed to be a testing tool for large second-language classes. Using this tool, it is possible to create and edit up to 500 questions using any one of 8 different question types. The program also can provide a running score for students using it. Notes that student…

Methods and approaches used at the U.S. Army Research Institute to investigate intelligent computer-assisted foreign language instruction are discussed. The research described explores the use of hypertext and natural language processing for improving language training by articulating student knowledge structures and for providing, incidentally, a…