Inbunden, Engelska, 2014

Natural Language Generation in Interactive Systems

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Beskrivning

An informative and comprehensive overview of the state-of-the-art in natural language generation (NLG) for interactive systems, this guide serves to introduce graduate students and new researchers to the field of natural language processing and artificial intelligence, while inspiring them with ideas for future research. Detailing the techniques and challenges of NLG for interactive applications, it focuses on the research into systems that model collaborativity and uncertainty, are capable of being scaled incrementally, and can engage with the user effectively. A range of real-world case studies is also included. The book and the accompanying website feature a comprehensive bibliography, and refer the reader to corpora, data, software and other resources for pursuing research on natural language generation and interactive systems, including dialog systems, multimodal interfaces and assistive technologies. It is an ideal resource for students and researchers in computational linguistics, natural language processing and related fields.

Produktinformation

Utgivningsdatum: 2014-06-12
Mått: 181 x 254 x 20 mm
Vikt: 890 g
Format: Inbunden
Språk: Engelska
Antal sidor: 379
Förlag: Cambridge University Press
ISBN: 9781107010024

Utforska kategorier

Systemvetenskap och AI

Mer information

Amanda Stent is a researcher at AT&T Labs – Research. Her areas of interest are at the intersection of dialog systems and natural language generation and include coreference, sentence planning, alignment in dialog, and applications of NLG to topics ranging from computer security to assistive technology. Dr Stent has authored over 70 research publications and holds several patents. Srinivas Bangalore has been at AT&T Labs – Research since 1997 and has worked on many areas of natural language processing including spoken language translation, multimodal understanding, language generation and question-answering. He has co-edited a book, Supertagging, authored over 100 research publications, and holds 45 patents in these areas. He has been awarded the AT&T Outstanding Mentor Award and the AT&T Science and Technology Medal.

Recensioner i media

'This book provides a comprehensive overview of the state of the art in interactive natural language generation, ranging from theoretical foundations over issues of evaluation to practical applications, and written by some of the world's leading researchers in the field. With the widespread use of interactive language technology on the horizon, this book is an immensely helpful resource for industry and academia alike.' Alexander Koller, University of Potsdam, Germany

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