This volume links corpus research to classroom practice and critically assesses how the integration of a corpus-informed methodology affects pedagogical choices, teaching materials and classroom activities. Focusing on the language classroom, and drawing on examples from English, French, German and Hungarian, this book demonstrates that such methodology is applicable to languages with very different properties. Drawing on both larger, general and smaller, more specialised corpora, including both spoken and written data, this volume: presents the key features of natural language according to corpus linguistics, establishing principles and methods to observe and practice natural-sounding language use suggests the characteristics of a coherent, corpus-informed methodology and contrasts this with existing methodologies explores ways in which this methodology can enhance language learning and discusses the types of activities that are most effective explains how this methodology be integrated into teacher training Bridging the long-persisting gap between corpus-informed language teaching research and applied classroom reform, this book is key reading for researchers in applied linguistics and language pedagogy, as well as teacher trainers and practitioners.

The rapid advancements in Artificial Intelligence (AI), specifically in Natural Language Processing (NLP) and Generative AI, pose a challenge for academic scholars. Staying current with the latest techniques and applications in these fields is difficult due to their dynamic nature, while the lack of comprehensive resources hinders scholars' ability to effectively utilize these technologies. Advanced Applications of Generative AI and Natural Language Processing Models offers an effective solution to address these challenges. This comprehensive book delves into cutting-edge developments in NLP and Generative AI. It provides insights into the functioning of these technologies, their benefits, and associated challenges. Targeting students, researchers, and professionals in AI, NLP, and computer science, this book serves as a vital reference for deepening knowledge of advanced NLP techniques and staying updated on the latest advancements in generative AI. By providing real-world examples and practical applications, scholars can apply their learnings to solve complex problems across various domains. Embracing Advanced Applications of Generative AI and Natural Language Processing Modelsequips academic scholars with the necessary knowledge and insights to explore innovative applications and unleash the full potential of generative AI and NLP models for effective problem-solving.

This accessible textbook offers balanced and uniformly excellent coverage of modern linguistics.

'Applied Linguistics for Language Education' covers those areas of applied language study that are most directly relevant to language teaching, testing, and teacher education. It focuses on the fundamental questions raised for research by the practice of language teaching and research. The reader is thus introduced to the current research climate through consideration of germane controversial issues. If any conclusion about applied linguistic research in the last twenty years is possible, it is that we cannot take anything for granted!Steven McDonough opens with examples of language teaching, teaching materials, and learning a foreign language, which teachers and language learners will recognise, drawing out questions from these which are addressed throughout the rest of the text. Arguments and data from research of all kinds are brought to bear on these and other background issues that are raised, for example: the nature and effects of classroom discourse; the challenges and utility of linguistic theory and linguistic descriptions; what knowing a second language means for proficiency and for processing; nature and nurture in second language learning; how people process language in classrooms and beyond; the role of instruction and the roles of teachers; and measuring achievement.Complex issues are laid out in a clear and accessible style, and many examples are used, mainly, but not exclusively, from English and learning English as a second language. However, the principles apply to learning or teaching any language as a second or foreign language, and 'Applied Linguistics for Language Education' is the most concise overview of current linguistics presently available.