Applications of deep learning in stock market prediction: recent progress

W Jiang - Expert Systems with Applications, 2021 - Elsevier
Stock market prediction has been a classical yet challenging problem, with the attention from
both economists and computer scientists. With the purpose of building an effective prediction …

Linguistic features in writing quality and development: An overview

SA Crossley - Journal of Writing Research, 2020 - jowr.org
This paper provides an overview of how analyses of linguistic features in writing samples
provide a greater understanding of predictions of both text quality and writer development …

[HTML][HTML] Exploring the potential of using an AI language model for automated essay scoring

A Mizumoto, M Eguchi - Research Methods in Applied Linguistics, 2023 - Elsevier
The widespread adoption of ChatGPT, an AI language model, has the potential to bring
about significant changes to the research, teaching, and learning of foreign languages. The …

The tool for the automatic analysis of lexical sophistication (TAALES): Version 2.0

K Kyle, S Crossley, C Berger - Behavior research methods, 2018 - Springer
This study introduces the second release of the Tool for the Automatic Analysis of Lexical
Sophistication (TAALES 2.0), a freely available and easy-to-use text analysis tool. TAALES …

[PDF][PDF] Measuring syntactic development in L2 writing: Fine grained indices of syntactic complexity and usage-based indices of syntactic sophistication

K Kyle - 2016 - scholarworks.gsu.edu
Syntactic complexity has been an area of significant interest in L2 writing development
studies over the past 45 years. Despite the regularity in which syntactic complexity measures …

[图书][B] Vocabulary in language teaching

N Schmitt, D Schmitt - 2020 - books.google.com
Internationally recognised as one of the leading texts in its field, this volume offers a
comprehensive introduction to vocabulary for language teachers who would like to know …

The effect of imagery and on‐screen text on foreign language vocabulary learning from audiovisual input

E Peters - TESOL quarterly, 2019 - Wiley Online Library
In recent years, an increasing number of studies have focused on learning vocabulary from
audiovisual input. They have shown that learners can pick up new words incidentally when …

A large-scaled corpus for assessing text readability

S Crossley, A Heintz, JS Choi, J Batchelor… - Behavior Research …, 2023 - Springer
This paper introduces the CommonLit Ease of Readability (CLEAR) corpus, which provides
unique readability scores for~ 5000 text excerpts along with information about the excerpt's …

Predicting text comprehension, processing, and familiarity in adult readers: New approaches to readability formulas

SA Crossley, S Skalicky, M Dascalu… - Discourse …, 2017 - Taylor & Francis
Research has identified a number of linguistic features that influence the reading
comprehension of young readers; yet, less is known about whether and how these findings …

The relationship between lexical sophistication and independent and source-based writing

K Kyle, S Crossley - Journal of Second Language Writing, 2016 - Elsevier
Lexical sophistication is an important component of writing proficiency. New lexical indices
related to range, n-gram frequency, psycholinguistic word information, academic language …