Linguistic Structure Prediction

Häftad, Engelska, 2011

Del i serien Synthesis Lectures on Human Language Technologies

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Beskrivning

Table of Contents: Representations and Linguistic Data / Decoding: Making Predictions / Learning Structure from Annotated Data / Learning Structure from Incomplete Data / Beyond Decoding: Inference

Produktinformation

Utgivningsdatum:2011-06-01
Mått:191 x 235 x 15 mm
Vikt:514 g
Format:Häftad
Språk:Engelska
Serie:Synthesis Lectures on Human Language Technologies
Antal sidor:248
Förlag:Springer International Publishing AG
ISBN:9783031010156
Originaltitel:Linguistic Structure Prediction

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Mer om författaren

Noah A. Smith is an assistant professor in the Language Technologies Institute and Machine Learning Department at the School of Computer Science at Carnegie Mellon University. He received his Ph.D. in Computer Science from Johns Hopkins University (2006) and his B.S. in Computer Science and B.A. in Linguistics from the University of Maryland (2001). He was awarded a Hertz Foundation fellowship (2001-2006), served on the DARPA Computer Science Study Panel (2007) and the editorial board of the journal Computational Linguistics, and received a best paper award from the Association for Computational Linguistics (2009) and an NSF CAREER grant (2011). His research interests include statistical natural language processing, especially unsupervised methods, machine learning for structured data, and applications of natural language processing.

Innehållsförteckning

Representations and Linguistic Data.- Decoding: Making Predictions.- Learning Structure from Annotated Data.- Learning Structure from Incomplete Data.- Beyond Decoding: Inference.