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Trends, research issues and applications of artificial intelligence in language education
Artificial Intelligence (AI) plays an increasingly important role in language education;
however, the trends, research issues, and applications of AI in language learning remain …
however, the trends, research issues, and applications of AI in language learning remain …
Text algorithms in economics
This article provides an overview of the methods used for algorithmic text analysis in
economics, with a focus on three key contributions. First, we introduce methods for …
economics, with a focus on three key contributions. First, we introduce methods for …
Two decades of artificial intelligence in education
With the increasing use of Artificial Intelligence (AI) technologies in education, the number of
published studies in the field has increased. However, no large-scale reviews have been …
published studies in the field has increased. However, no large-scale reviews have been …
[HTML][HTML] From moon landing to metaverse: Tracing the evolution of Technological Forecasting and Social Change
Abstract Technological Forecasting and Social Change (TFSC) is one of the most prominent
journals to focus on the methodologies and practices of technological forecasting and …
journals to focus on the methodologies and practices of technological forecasting and …
Causal inference in natural language processing: Estimation, prediction, interpretation and beyond
A fundamental goal of scientific research is to learn about causal relationships. However,
despite its critical role in the life and social sciences, causality has not had the same …
despite its critical role in the life and social sciences, causality has not had the same …
Comparison of text preprocessing methods
CP Chai - Natural Language Engineering, 2023 - cambridge.org
Text preprocessing is not only an essential step to prepare the corpus for modeling but also
a key area that directly affects the natural language processing (NLP) application results. For …
a key area that directly affects the natural language processing (NLP) application results. For …
The diversity–innovation paradox in science
Prior work finds a diversity paradox: Diversity breeds innovation, yet underrepresented
groups that diversify organizations have less successful careers within them. Does the …
groups that diversify organizations have less successful careers within them. Does the …
Word embeddings: What works, what doesn't, and how to tell the difference for applied research
Word embeddings are becoming popular for political science research, yet we know little
about their properties and performance. To help scholars seeking to use these techniques …
about their properties and performance. To help scholars seeking to use these techniques …
[HTML][HTML] Detecting latent topics and trends in educational technologies over four decades using structural topic modeling: A retrospective of all volumes of Computers …
Computers & Education has been leading the field of computers in education for over 40
years, during which time it has developed into a well-known journal with significant …
years, during which time it has developed into a well-known journal with significant …
[HTML][HTML] Prescriptive analytics: Literature review and research challenges
Business analytics aims to enable organizations to make quicker, better, and more
intelligent decisions with the aim to create business value. To date, the major focus in the …
intelligent decisions with the aim to create business value. To date, the major focus in the …