Foundations of Statistical Natural Language Processing

Christopher D. Manning and Hinrich Schütze

Useful Sites

• Statistical NLP/corpus-based computational linguistics resources (Christopher Manning's list)
• Using Computers in Linguistics, Routledge
• The Linguist's Guide to Statistics -- Don't Panic by Brigitte Krenn and Christer Samuelsson [local PDF copy]
• Machine Learning Resources (David Aha)
• Weka: a good educational/exploratory Java machine learning toolkit
• ISIP speech recognizer and related tools (C++)