Idiomatic expressions (IEs) play an essential role in natural language. In this paper, we study the task of idiomatic sentence paraphrasing (ISP), which aims to paraphrase a sentence with an IE by replacing the IE with its literal paraphrase. The lack of large scale corpora with idiomatic-literal parallel sentences is a primary challenge for this…

In Automated Essay Scoring (AES) systems, many previous works have studied group fairness using the demographic features of essay writers. However, individual fairness also plays an important role in fair evaluation and has not been yet explored. Initialized by Dwork et al., the fundamental concept of individual fairness is "similar people…

Linggle is a pattern-based referencing tool that assists in collocation learning. In this ongoing project, we aimed to improve its performance further. First, many of the example sentences are long and difficult for students to understand, so we used a machine learning method and trained a classifier to help select dictionarylike example…

We describe how the open-source Learning and Reading Assistant (LARA) platform was used to convert a classic Old Norse text, the "Völuspá," into an interactive online form. The LARA version includes high-quality recorded audio, translations, notes on key words and phrases, an automatically generated concordance, and links to other online…

The ability to automatically assess the quality of paraphrases can be very useful for facilitating literacy skills and providing timely feedback to learners. Our aim is twofold: a) to automatically evaluate the quality of paraphrases across four dimensions: lexical similarity, syntactic similarity, semantic similarity and paraphrase quality, and…

Learner corpora of written texts from academic writing assignments provide a practical resource for students, particularly in fostering academic writing skills. One such corpus is the newly available ROGER (Corpus of Romanian Academic Genres), a bilingual comparable corpus containing learner discipline-specific academic writing data in Romanian…

This study analyzed and observed the oral discourse of Local Community College students. A descriptive analysis was conducted to find out the communicative competence level among the one hundred fifty randomly chosen respondents. A triangulation method was initiated to ensure the legitimacy of the gathered data. "Focus Group Discussion,"…

Metacognition is a valuable tool for learning, since it is closely related to self-regulation and awareness of one's own affect. However, methods for automatically detecting and studying metacognition are scarce. Thus, in this paper we describe an algorithm for automatic detection of metacognitive language in writing. We analyzed text from the…

Latent Semantic Analysis (LSA) plays an important role in analyzing text data from education settings. LSA represents meaning of words and sets of words by vectors from a k-dimensional space generated from a selected corpus. While the impact of the value of k has been investigated by many researchers, the impact of the selection of documents and…

Many language teachers use Information and Communications Technology (ICT) in their classrooms to create tasks, quizzes, or polls with general online learning platforms. Few teachers have experience, however, of incorporating online corpus tools in their teaching or assessment practices. This paper will explore how autonomous learning can be…

This study examined whether the pedagogical use of Spaceteam ESL (English as a Second Language), a digital "shouting" game, could contribute to the development of Oral Reading Fluency (ORF) among 71 English students in secondary schools in Mombasa, Kenya. Following a mixed-methods approach for data collection and analysis, we pre- and…

We present SimpleApprenant, a platform aiming to improve French L2 learners' knowledge of Multi Word Expressions (MWEs). SimpleApprenant integrates an MWE database annotated with the Common European Framework of Reference for languages (CEFR) level and several Natural Language Processing (NLP) tools: a spelling checker, a parser, and a set of…

In this research paper, we present a novel language learning/training and assessment system that helps people to learn and practice a new language independently at low cost. To achieve an independent-learning workflow, we explore the use of real-time speech recognition, language translation, speech synthesis, and language intelligibility…

This study explores show students' secondary history classroom experiences related to their learning new knowledge and skills. Findings indicate that all students improved on pre-test and post-test scores. In think-alouds of the test students could often reference class activities that helped them learn. However, their ability to correctly answer…

This study investigates how pre-service English teachers interrupt extended wait-time in English as a foreign language classroom contexts. Utilizing extended wait-time is an indicator of Classroom Interactional Competence, and thus it is an essential skill for efficient language teachers. In the literature, there are quite a few studies on how…