Where Humans Meet Machines: Innovative Solutions for Knotty Natural-Language Problems
Amy Neustein, Judith A. Markowitz
Springer Science & Business Media, Jun 22, 2013 - Technology & Engineering - 315 pages
Editors Amy Neustein and Judith A. Markowitz have recruited a talented group of contributors to introduce the next generation of natural language technologies to resolve some of the most vexing natural-language problems that compromise the performance of speech systems today. This fourteen-chapter anthology consists of contributions from industry scientists and from academicians working at major universities in North America and Europe. They include researchers who have played a central role in DARPA-funded programs and developers who craft real-world solutions for corporations. This anthology is aimed at speech engineers, system developers, computer scientists, AI researchers, and others interested in utilizing natural-language technology in both spoken and text-based applications.
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Part II Advanced NLP Methods and Applications
Part III Innovative NLP Tools for Physicians Educators and Translators
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abstract accuracy algorithms analysis anaphora annotated anomaly applications arguEIRA arguments audio automatic AutoTutor beneﬁt chapter classiﬁer clause clinicians cognitive components computational linguistics concepts conceptual metaphors concordancer concrete corpus D’Mello deﬁned dialog dialog-based ITSs difﬁculty domain effect engine English entity evaluation example extraction ﬁle ﬁnd ﬁrst GOOGLE TRANSLATE Graesser human identiﬁed idiomatic expressions input intelligent tutoring system interaction knowledge sources learners learning lexical sensitivity lexical stress lexicon machine translation machine-translation markers medical social-media metaphor methods module multilingual n-grams natural language processing natural-language noun OOV words output patient performance phonetic transcription problem Proceedings query reﬂect responses Romanian score segments semantic sentence speciﬁc speech speech recognition speech synthesis statistical statistical machine translation summary syllabiﬁcation syntactic target words TCAD translation memory TRANSSEARCH verb word sense disambiguation