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Heitmeier M: The Discriminative Lexicon

The Discriminative Lexicon

Theory, Implementation in the Julia Package JudiLing, and Applications

1. Introduction; 2. Julia fundamentals; 3. The dataset; 4. Representing words' forms'; 5. Representing words' meanings'; 6. Computing comprehension and production mappings; 7. Evaluating mapping accuracy; 8. Producing forms; 9. Outputting modelling results; 10. Cross-validation; 11. Deep discriminative learning in JudiLing; 12. Worked examples - internal validation; 13. Predicting behavioural data with the DLM; 14. Worked examples - external validation; 15. No escape from morphemes?; 16. Further topics; 17. Concluding remarks.

Bloomsbury Handbooks

A state-of-the art reference to the field of systemic functional linguistics, providing a guide for advanced students and researchers in the field.

The Bloomsbury Handbook of Systemic Functional Linguistics

This book provides an accessible and engaging introduction to how we use gesture in communication. Lauren Gawne explores the different categories of gesture and how they vary across cultures and languages, the acquisition of gesture, where it lives in the brain, and its role in both the origins of language and the future of communication.

A Slim Guide

Gesture

Manuals of Romance Linguistics

The handbook offers a state-of-the-art overview of French Creole studies, from a both comparative and language-specific perspective. Covering structural and historical features of French-based Creole languages as well as their diaphasic and diastratic variation, this volume can be used as an introduction to French Creole as much as a reference work for experts in the field.

Manuel des langues créoles à base française

Elements in Language Teaching

Willingness to Communicate in a Second Language

Mastering Prompt Engineering: Deep Insights for Optimizing Large Language Models (LLMs) is a comprehensive guide that takes readers on a journey through the world of Large Language Models (LLMs) and prompt engineering. Covering foundational concepts, advanced techniques, ethical considerations, and real-world case studies, this book equips both novices and experts to navigate the complex LLM landscape. It provides insights into LLM architecture, training, and prompt engineering methods, while addressing ethical concerns such as bias and privacy. Real-world case studies showcase the practical application of prompt engineering in a wide range of settings. This resource is not just for specialists but is a practical and ethically conscious guide for AI practitioners, students, scientific researchers, and anyone interested in harnessing the potential of LLMs in natural language processing and generation. Mastering Prompt Engineering serves as a gateway to a deeper understanding of LLMs and their responsible and effective utilization through its comprehensive, ethical, and practical approach.

Deep Insights for Optimizing Large Language Models (LLMs)

Mastering Prompt Engineering

New Perspectives on Language Assessment

Language Placement Testing

Elements in Construction Grammar

How do we understand any sentence, from the most ordinary to the most creative? The traditional assumption is that we rely on formal rules combining words (compositionality). However, psycho- and neuro-linguistic studies point to a linguistic representation model that aligns with the assumptions of Construction Grammar: there is no sharp boundary between stored sequences and productive patterns. Evidence suggests that interpretation alternates compositional (incremental) and noncompositional (global) strategies. Accordingly, systematic processes of language productivity are explainable by analogical inferences rather than compositional operations: novel expressions are understood 'on the fly' by analogy with familiar ones. This Element discusses compositionality, alternative mechanisms in language processing, and explains why Construction Grammar is the most suitable approach for formalizing language comprehension.

Cognitive and Computational Explorations

Constructions and Compositionality

From Creolistics to Genetic Linguistics

Uniformitarianism in Language Speciation

Elements in Second Language Acquisition

Processability Theory (PT) is a psycholinguistic theory of second language acquisition. The theory builds on the fundamental assumption that learners can acquire only those linguistic forms and functions which they can process. Therefore, PT is based on the architecture of the human language processor. PT is implemented in a theory of grammar that is compatible with the basic design of the language processor. This Element gives a concise introduction to the psycholinguistic core of PT - showing that PT offers an explanation of language development and variation based on processing constraints that are specified for typologically different languages and that apply to first and second language acquisition, albeit in different ways. Processing constraints also delineate transfer from the first language and the effect of formal intervention. This Element also covers the main branches of research in the PT framework and provides an introduction to the methodology used in PT-based research.

Processability Theory

Cambridge Handbooks in Language and Linguistics

A state-of-the-art survey of current key research in Korean linguistics, by a team of world-renowned experts in the field.

The Discriminative Lexicon

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