01127nam0-22003371i-450-99000643618040332120050330095045.03-7749-2791-X000643618FED01000643618(Aleph)000643618FED0100064361820010308d1997----km-y0itay50------baengDEa-------001yy<<The >>Inscriptions of Alexandreia Troasedited by Marijana RiclBonnHabelt1997XV, 293 p.ill.30 cmInschriften griechischer Städte aus KleinasienÖsterreichische Akademie der WissenschaftenNordrhein-Westfälische Akademie der WissenschaftenBd. 5388020itRicl,MarijanaÖsterreichische Akademie der WissenschaftenNordrhein-Westfälische Akademie der WissenschaftenITUNINARICAUNIMARCBK990006436180403321DDR-ep. IIa 4904627 ddrDDR21-730DDRInscriptions of Alexandreia Troas650049UNINA04525nam 22006495 450 991098336220332120251113210751.09783031743641303174364410.1007/978-3-031-74364-1(MiAaPQ)EBC31876426(Au-PeEL)EBL31876426(CKB)37193728800041(OCoLC)1484359075(DE-He213)978-3-031-74364-1(EXLCZ)993719372880004120250111d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierNatural Language Understanding in Conversational AI with Deep Learning /by Soyeon Caren Han, Henry Weld, Yan Li, Jean Lee, Josiah Poon1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (228 pages)Artificial Intelligence (R0) Series9783031743634 3031743636 1. Introduction to Natural Language Understanding -- 2. Prerequisites and Glossary for Natural Language Understanding -- 3. Single-turn Natural Language Understanding -- 4. Multi-turn Natural Language Understanding -- 5. Evaluating Natural Language Understanding -- 6. Applications and Case Studies in Natural Language Understanding -- 7. Challenges, Conclusion and Future Direction.This book provides a comprehensive introduction to conversational spoken language understanding and surveys recent advances in conversational AI. It guides the reader through the history, current advancements, and future of natural language understanding (NLU) in human-computer interactions. To this end, the book is structured in seven chapters: Introduction to Natural Language Understanding lays the foundation by tracing the evolution of NLU from early human communication to modern human-computer interactions. Prerequisites and Glossary for Natural Language Understanding then serves as a foundational resource, consolidating essential prerequisites and key terminologies relevant across the book. Single-Turn Natural Language Understanding looks at Single-Turn NLU, focusing on tasks that involve interpreting and processing user inputs in a single interaction, while Multi-Turn Natural Language Understanding moves on systems for extended interactions with users and explores techniques for managing dialogues, using context and integrating external knowledge bases. Next, Evaluating Natural Language Understanding discusses the annotation of datasets and various performance assessment methods, covering different levels of understanding from intent recognition to slot filling and domain classification. Applications and Case Studies in Natural Language Understanding subsequently shows real-world applications of NLU in finance, medicine, and law. Eventually Challenges, Conclusions and Future Directions explores the core obstacles hindering the advancement of NLU, including ambiguity, domain adaptation, data scarcity, and ethical concerns. By understanding these challenges, this chapter highlights the ongoing work needed to advance NLU. This book mainly targets researchers, PhD students, and professionals who are entering this field and look for a state-of-the-art introduction to NLU applied in conversational systems such as chatbots, large language models, or educational systems.Artificial Intelligence (R0) SeriesNatural language processing (Computer science)Machine learningInformation storage and retrieval systemsNatural Language Processing (NLP)Machine LearningInformation Storage and RetrievalNatural language processing (Computer science)Machine learning.Information storage and retrieval systems.Natural Language Processing (NLP).Machine Learning.Information Storage and Retrieval.006.35Han Soyeon Caren1786095Weld Henry1786096Li Yan440717Lee Jean1786097Poon Josiah1786098MiAaPQMiAaPQMiAaPQBOOK9910983362203321Natural Language Understanding in Conversational AI with Deep Learning4317501UNINA