AI language models Technological, socio-economic and policy considerations

AI language models are a key component of natural language processing (NLP), a field of artificial intelligence (AI) focused on enabling computers to understand and generate human language. Language models and other NLP approaches involve developing algorithms and models that can process, analyse an...

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Bibliographic Details
Corporate Author: Organisation for Economic Co-operation and Development
Format: eBook
Language:English
Published: Paris OECD Publishing 2023
Series:OECD Digital Economy Papers
Subjects:
Online Access:
Collection: OECD Books and Papers - Collection details see MPG.ReNa
Description
Summary:AI language models are a key component of natural language processing (NLP), a field of artificial intelligence (AI) focused on enabling computers to understand and generate human language. Language models and other NLP approaches involve developing algorithms and models that can process, analyse and generate natural language text or speech trained on vast amounts of data using techniques ranging from rule-based approaches to statistical models and deep learning. The application of language models is diverse and includes text completion, language translation, chatbots, virtual assistants and speech recognition. This report offers an overview of the AI language model and NLP landscape with current and emerging policy responses from around the world. It explores the basic building blocks of language models from a technical perspective using the OECD Framework for the Classification of AI Systems. The report also presents policy considerations through the lens of the OECD AI Principles
Physical Description:52 p. 21 x 28cm