Finite-State Text Processing - Kyle Gorman,Richard Sproat
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Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this librar ... Full description
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Description
Weighted finite-state transducers (WFSTs) are commonly used by engineers and computational linguists for processing and generating speech and text. This book first provides a detailed introduction to this formalism. It then introduces Pynini, a Python library for compiling finite-state grammars and for combining, optimizing, applying, and searching finite-state transducers. This book illustrates this library's conventions and use with a series of case studies. These include the compilation and application of context-dependent rewrite rules, the construction of morphological analyzers and generators, and text generation and processing applications.
More Information
| Author | Kyle Gorman, Richard Sproat |
|---|---|
| Publisher | Springer International Publishing |
| Series | Synthesis Lectures on Human Language Technologies |
| Release year | 2021 |
| Cover type | Softcover |
| EAN | 9783031010514 |