Coarse-to-Fine Natural Language Processing

• Κύριος συγγραφέας: Petrov, Slav (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Σειρά: Theory and Applications of Natural Language Processing,
• Θέματα: Computer science.; Computer Science.; Computer Science, general.

The impact of computer systems that can understand natural language will be tremendous. To develop this capability we need to be able to automatically and efficiently analyze large amounts of text. Manually devised rules are not sufficient to provide coverage to handle the complex structure of natur...

Πίνακας περιεχομένων:

• 1.Introduction
• 2.Latent Variable Grammars for Natural Language Parsing
• 3.Discriminative Latent Variable Grammars
• 4.Structured Acoustic Models for Speech Recognition
• 5.Coarse-to-Fine Machine Translation Decoding
• 6.Conclusions and Future Work
• Bibliography.